KR20240038455A - Method and apparatus for preparing quality-related documents required for sale of products to be used externally on a human body - Google Patents

Abstract

In the method according to the present invention, when specific prescription information is designated from a terminal device connected through a communication network, the quality information confirmed by testing or inspection is linked to each prescription information, and the same raw material as one or more prescription information is selected. Based on the difference in mixing ratio and the quality information registered for the one or more prescription information, the quality information for the specific prescription information is determined and registered in the database as estimated quality information for the specific prescription information. And, when there is a document request for the specific prescription information from the connected terminal device, the registered estimated quality information is used to provide quality-related supporting documents that must be provided for external products manufactured according to the specific prescription information. At least part of the corresponding quality document is constructed and transmitted to a designated destination through the communication network.

Description

{Method and apparatus for preparing quality-related documents required for sale of products to be used externally on a human body}

The present invention relates to a document preparation technology that supports the preparation of quality-related supporting documents that must be prepared for the manufacture and sale of products used on human skin, hair, etc.

Generally, cosmetics are produced in large quantities by cosmetics manufacturers and sold to consumers through beauty stores or online.

In addition, products that are used on the human body, such as cosmetics, such as human skin or hair (hereinafter referred to as 'external use products'), are equipped with certain manufacturing facilities and quality control facilities and have approval or permission from a national agency. Only those who have received it can manufacture it, and external products sold must be certified and distributed on the market under strict administrative control.

Therefore, in the case of external products, a considerable amount of time and money are inevitably invested in changing the characteristics of the product. Therefore, it is very difficult to manufacture and sell external products for specific functions or purposes in small quantities and a variety of products to suit the tastes and skin characteristics of many consumers.

For this reason, traditional external product manufacturers continue to manufacture and sell external products in large quantities according to the general skin characteristics of consumers or sales target groups.

However, as we live in an era where many people can check the information they need regardless of time and place, those who use external products are also experiencing skin problems caused by using external products. They learn about the reasons and characteristics of their own skin, and some of them personally manufacture and use external products suited to their skin based on this knowledge. Many inventions are being filed for personal cosmetic manufacturing devices for these people.

However, as the number of people who need external products tailored to their individual characteristics and those who actively manufacture external products tailored to their skin is rapidly increasing, manufacturers and sellers of external products are faced with a variety of products. The need to manufacture and sell external products in small quantities and various varieties according to needs and characteristics has increased significantly compared to before.

Also, in terms of external product manufacturing facilities, facilities capable of producing small quantities compared to before are provided, so if a new manufacturing line is created or existing facilities are replaced with these facilities, the manufacturing process and production cost will be the same for the same function. This will not be a major obstacle to manufacturing a variety of external products with various characteristics.

However, if various types of external use products, which currently only have a few types of external use products for one function or purpose, are manufactured to suit many more characteristics, the burden of product management will greatly increase.

As mentioned earlier, since external products are intended for the human body, they are subject to strict administrative control, a representative example of which is the certification or approval required for sales. For this certification, it is necessary to submit various types of supporting documents, including product test reports, to administrative offices for review before sale, or to prepare for post-sale field inspection by completing them after sale. , as the number of external products increases, obtaining such supporting documents greatly increases the burden of management outside of manufacturing and sales.

Therefore, from the perspective of a manufacturer of external use products, even if production facilities are equipped for small quantity and high variety manufacturing, there is an increase in management burden, such as having to prepare supporting documents for each characteristic of various types of external use products tailored to individual characteristics. , it will still act as an obstacle to manufacturing small quantities and a variety of external products.

The purpose of the present invention is to provide a method and a device for the method of automatically preparing quality-related documents suitable for each product characteristic required in the manufacture of small quantities and a variety of external products.

Another object of the present invention is to provide a method and a device for the method that enable more accurately estimated quality-related information to be applied to supporting documents of external products.

Another object of the present invention is to provide a method and device for automatically checking whether quality-related information can be prepared for the prescription of external products that an individual selects based on his or her skin characteristics online. will be.

The purpose of the present invention is not limited to the purpose explicitly stated above, and naturally includes achieving effects that can be derived from the following specific and exemplary description of the present invention.

According to one aspect of the present invention, a method of providing quality-related information about external products includes,

A first step of storing a plurality of prescription information in the database by repeating the process of receiving prescription information for external products from a terminal connected through a communication network and registering it in a database; and at least some of the plurality of prescription information contained therein. For each of the prescription information, a second step of receiving information consisting of quality values for quality-related items determined for external products from the terminal device and registering the information in the database as quality information for the prescription information; Step 3 of receiving designation of specific prescription information from a connected terminal device, based on the difference in mixing ratio of the same raw material with at least one of the pieces of prescription information and quality information registered for the at least one piece of prescription information. Thus, a fourth step of determining quality information for the specific prescription information, a fifth step of registering the determined quality information in the database as estimated quality information for the specific prescription information, and the specific prescription information from a connected terminal device. When a document request for prescription information is made, the registered estimated quality information is used to construct a quality document that corresponds to at least part of the quality-related supporting documents that must be provided for external products manufactured according to the specific prescription information. It involves six steps: transmitting to a designated destination through a communication network.

In one embodiment according to the present invention, the fourth step is to search for prescription information composed of the same raw material as the specific prescription information from the partial prescription information and select one, and to determine whether the selected prescription information and the specific prescription information are identical. Quality information for the specific prescription information is determined based on differences in mixing ratios in raw materials and second quality information registered for the selected prescription information. When there is a plurality of prescription information found in some of the prescription information, the prescription information with the smallest difference in the mixing ratio of the same raw material as the specific prescription information is selected from the found prescription information. In one method of determining the quality value of a quality-related item, a range for the value of the same quality-related item in the second quality information is determined based on the deviation of the mixing ratio difference with the selected prescription information, and the determined range is is determined by the quality value. In another method, third prescription information is further selected from the pieces of prescription information, and a value in the at least one quality-related item is determined by a difference in mixing ratio for the same raw material between the selected prescription information and the third prescription information. After the amount of change is obtained, the value of the same quality-related item in the second quality information is corrected based on the obtained change amount and the difference in mixing ratio for the same raw material between the selected prescription information and the third prescription information, and the correction is made. The value obtained is determined as the quality value.

In one embodiment according to the present invention, for at least some of the raw materials that can be applied to the prescription of external products, the intensity of action for the quality-related items is designated and stored in the database as raw material information. In this case, in step 4, the extent to which quality information for the specific prescription information is determined based on differences in mixing ratios in the same raw material is determined by the strength of action specified for the same raw material, and the quality information Can be applied to decisions. And, the action strength may be designated as 0 for one or more raw materials among the at least some raw materials.

In one embodiment according to the present invention, when the above-mentioned step 4 determines the quality information for the specific prescription information, the difference in the mixing ratio for the same raw material that does not exceed a predetermined standard value is based on the determination of the quality information. may not be used.

In one embodiment according to the present invention, the above 4 steps are performed by a deep learning neural network that has learned the difference in quality values in quality-related items according to the difference in mixing ratio of the same raw material between prescription information.

In one embodiment according to the present invention, in step 4, the weights applied to the weighted average of each mixing ratio between two or more prescription information combined from some of the prescription information and the same raw materials of the specific prescription information are If there is a match, the method further includes determining quality information for the specific prescription information based on a plurality of quality information registered for the two or more pieces of prescription information.

In another embodiment according to the present invention, the method is performed when mixing information of two or more external products is received from a connected terminal device, mixing ratio in the mixing information, and two or more quality information registered for external use products. It may further include the step of estimating quality information for the mixed information based on . In addition, the two or more quality information items may include quality information about an external product that is a mixture of the two or more external products.

In one embodiment according to the present invention, if mixing process information is further included in the designation of the specific prescription information, among the pieces of prescription information, only prescription information with the same mixing process information is included in the at least one prescription information. As a target, the above 4 steps can be performed. In addition, the mixing process information includes at least one of the mixing method for the raw materials, the mixing order, and the characteristics of the intermediate product during mixing.

In one embodiment according to the present invention, the method includes receiving fourth quality information from a connected terminal device for fourth prescription information that does not correspond to at least some of the prescription information among the plurality of prescription information contained therein. If so, the fourth prescription information is included in the part of the prescription information, and the fourth step is performed by using one or more prescription information among the prescription information for which the estimated quality information determined by the fourth step is registered as the specific prescription information. It further includes the step of re-determining the estimated quality information determined for the one or more prescription information by re-performing.

In an embodiment including a re-determination step, if there is prescription information in the one or more prescription information provided to a destination where a quality document for the corresponding prescription information is provided, the quality document is provided for the prescription information provided without re-determining the estimated quality information. The determined estimated quality information can be maintained as is. In addition, the one or more prescription information to which the re-determination step is applied is the difference in mixing ratio for the same raw material with the second prescription information than the prescription information in which the quality information used as the basis for determining the estimated quality information is registered. There is less prescribing information.

In one embodiment according to the present invention, the method is performed by re-performing step 4 using any prescription information with partially completed estimated quality information registered in the database as the specific prescription information, It further includes the step of re-determining estimated quality information for the prescription information. Here, arbitrary prescription information may be selected by the user while displayed on a page presented on a connected terminal device with a mark indicating partial completion of the quality information added. And, in re-determining the estimated quality information, in the quality information registered for some of the prescription information, the date and time registered in the database is later than the date and time on which the estimated quality information for the arbitrary prescription information was determined. It is based only on

In one embodiment according to the present invention, the method, after step 2, when receiving the fifth prescription information for an external product from the terminal device and storing it in the database, the fifth prescription information is stored as the specific prescription information. It further includes performing steps 4 and 5 above.

In one embodiment according to the present invention, the method is, after the second step, from the connected terminal device for the sixth prescription information that does not correspond to the at least some of the prescription information among the plurality of prescription information contained therein. When sixth quality information is received, if the estimated quality information is registered in connection with the sixth prescription information, a step of deleting the estimated quality information may be further included.

In one embodiment according to the present invention, in step 4, if the quality value of any one of the estimated quality information determined for the specific prescription information is outside the range determined for the information-related item, any one of the quality values is determined. The value may not be included in the registered estimated quality information. And, regarding the one quality value, together with the corresponding information-related item, it is presented to the connected second terminal device, and according to the selection from the second terminal device, the one quality value is provided with the corresponding information. It may be determined as the quality value of the related item and included in the registered estimated quality information.

In one embodiment according to the present invention, the document request includes a list of a plurality of prescription information including the specific prescription information and an indication of complete or partial completion of quality information for one or more prescription information on the list. This may be due to the user's selection of the specific prescription information on the displayed page. In this case, the method is such that, when a document request is received by selecting the 7th prescription information to which the mark of partial completion is added from the list of the plurality of prescription information, the quality linked to the 7th prescription information is received. It may further include the step of configuring a second page indicating the type of document completely prepared in the quality-related supporting documents required for external use products based on the information and transmitting it to the user's terminal device. In addition, on the second page, source information of the quality information may be added for each of the one or more prescription information, and this source information includes information indicating that it was provided by the user and that it was determined in step 4 above. Contains the information it represents.

In one embodiment according to the present invention, the specific prescription information is selected by the user from a list of prescription information with unregistered quality information provided to the terminal device through the communication network.

In another embodiment according to the present invention, the specific prescription information consists of information on the raw materials combined with designation of the mixing ratio by the user's selection from a plurality of raw material information provided to the terminal device through the communication network. It may be a prescription sample. In this case, in step 4 above, when the quality information for the prescription sample is determined, the quality information used as the basis for the decision is a designated destination, such as an email address, confirmed from the account name that registered the linked prescription information. In this way, at least content informing the specific prescription information can be transmitted. Depending on the embodiment, the content may further include manufacturer information confirmed from the account name and information on external products manufactured according to the linked prescription information. In addition, information on the difference in mixing ratio of the same raw material between the prescription sample and the linked prescription information may also be included in the above content.

According to another aspect of the present invention, a device for providing document information related to external use products to a client device connected through a communication network includes information on a plurality of external use products requested for registration from each of the client devices connected through the communication network. A database in which prescription information and quality information linked to at least some of the prescription information are registered, and when specific prescription information is designated from a terminal device connected through the communication network, the quality information is registered in connection with the at least In some prescription information, quality information for the specific prescription information is determined based on the difference in mixing ratio of the same raw material with one or more prescription information and quality information registered for the one or more prescription information, Registering in the database as estimated quality information for the specific prescription information, and also, when a document request for the specific prescription information is made from a connected terminal device, using the registered estimated quality information, the specific prescription information It is configured to include a processing unit configured to configure a quality document corresponding to at least part of the quality-related supporting documents that must be provided for external use products manufactured in accordance with and transmit it to a designated destination through the communication network.

In the above-described method, apparatus, and various embodiments, the same raw material may be a raw material belonging to the same raw material set among a plurality of raw material sets grouped including two or more raw materials with differences in components.

According to the present invention described above or at least one embodiment of the present invention described in detail with the accompanying drawings below, a method of providing quality-related supporting documents required for the sale of external use products involves purchasing external use products from the manufacturer or the manufacturer. Brand companies that receive and sell do not need to have quality-related documents through actual testing or inspection for all external products they manufacture or sell. Only for external products where the mixing ratio of raw materials in the prescription is significantly different or have different functions, quality-related documentary evidence is provided through actual tests or inspections, and in the case of external products with similar prescriptions with similar mixing ratios, the present invention This is because it may be sufficient to have supporting documents based on the quality information estimated by the quality information.

According to the present invention, when quality information for prescriptions of external products is estimated based on prescription information of sufficiently large and diverse mixing ratios and quality information obtained from actual tests/inspections thereof, the estimated quality information Reliability can be considered to be considerable, and since the amount of concentrated information increases over time, the estimated information will further converge to the same value as the result when actual testing/inspection is performed. The reliability of information can be sufficiently guaranteed.

Therefore, manufacturers or brands may want to provide various types of external products with slightly different mixing ratios of raw materials for one function or purpose, in accordance with the skin characteristics or preferences of those who want to use external products. For most of these, supporting documents can be completed with automatically estimated quality information, so from a company's perspective, the burden of management outside of manufacturing/sales, which must be considered when supplying a small variety of external use products, is significantly eliminated. This can help change the company's commercial activities in line with the trend of personalized external products.

Figure 1 is a configuration diagram briefly illustrating the configuration of the entire system to which a method of providing quality-related supporting documents required for the sale of external products is applied according to an embodiment of the present invention.
Figure 2 is a block diagram showing an example of the configuration of the support server of Figure 1,
Figure 3 is an example of the configuration of a page presented to the user to register a prescription for an external product according to an embodiment of the present invention,
Figure 4 is an example of the configuration of a page for showing the user the status of quality information registered for registered external product prescriptions according to an embodiment of the present invention,
Figure 5 illustrates the structure of an information table that registers quality information on external product prescriptions provided by users in connection with the registered prescription information, according to an embodiment of the present invention.
Figure 6 shows the configuration of a page presenting a list of external product prescriptions for which quality information is not registered, according to an embodiment of the present invention, and the display information on the page being updated according to the results of executing a user request. It is a drawing,
Figure 7 is a diagram schematically showing the process of searching registered external product prescriptions and finding the prescription most similar to the prescription of the external product for which quality information is to be estimated, according to an embodiment of the present invention.
Figure 8 schematically shows a method of estimating quality information based on quality information obtained through actual testing/inspection, according to an embodiment of the present invention.
Figure 9a schematically shows a method of estimating quality information based on a plurality of quality information obtained through actual testing/inspection according to another embodiment of the present invention;
Figure 9b is a diagram illustrating the embodiment of Figure 9a by limiting the raw materials for external product prescription to three and applying specific values.
Figure 10 illustrates the table structure and connection relationship of related information that specifies quality factors that can be used for estimation for each raw material in estimating quality information for external product prescriptions according to an embodiment of the present invention. ,
Figure 11 is an example of a table configuration in which information is recorded so that the estimation of quality information can be repeated for registered external product prescriptions, according to an embodiment of the present invention, and external use using the information in the table It schematically depicts the method of determining whether to re-estimate quality information for product prescriptions.
Figure 12 is an example of the configuration of a page presented to the user to apply for issuance of quality-related supporting documents for registered external product prescriptions according to an embodiment of the present invention,
Figure 13 is a page that shows the user whether the documents are complete by dividing them by quality-related supporting documents in response to the user's application for issuance of supporting documents for prescription of external products with part of the quality information completed, according to an embodiment of the present invention. This is an example of the configuration.

Hereinafter, various embodiments according to the present invention will be described in detail with reference to the attached drawings.

In the following description of the embodiments according to the present invention and the accompanying drawings, the same numbers refer to the same components unless there are special circumstances. Of course, for convenience of explanation and aid in understanding, the same components may be numbered differently, if necessary.

Figure 1 is a diagram briefly illustrating the configuration of the entire system to which a method of providing quality-related documents required for the sale of external products is applied according to an embodiment of the present invention, which is used in the manufacture of external products. Automatically creates quality-related information for external products based on information on the raw materials used, the manufacturer's accumulated external product prescription information, and actual test or inspection results of quality-related items for the prescription, and also A support server 100 that constitutes quality-related supporting documents for the selected external product prescription, and companies that produce raw materials for external use products, manufacture external use products, or sell external use products with full responsibility (to these companies) If necessary, they are referred to separately as 'raw material company', 'manufacturer', and 'brand company'. ) and the terminal devices (202 _i , i=1,..,k,..) installed respectively. , a public communication network 10 (hereinafter abbreviated as 'communication network') that provides a data path between the terminal device 201 installed in the company that operates the support server 100 and the devices connected to the communication path. ) and consists of:

The support server 100 and the terminal devices 201 and 202 _i are connected to the communication network 10, and according to the user's request, a connection is formed with the support server 100 to communicate with each other in a client-server manner. data communication can be performed.

Figure 2 is a block diagram showing an example of the configuration of the support server 100. By performing operations according to the hierarchical communication protocol for client-server communication, information is shared with the terminal based on various communication methods. An exchangeable communication unit 101, raw materials that can be prescribed for the manufacture of external products, and quality-related information on external product prescriptions are organized into respective tables with information that can be classified and indexed by item. A database 112 that is stored and records queries specifying to connect and combine the fields of each table according to various specified conditions, and a request for inquiry, registration, or update to the database. The database processing unit 110 (hereinafter referred to as 'DB engine') is configured as an engine 111 (hereinafter referred to as 'DB engine') that processes the query, executes it by applying the arguments applied to the called query, and then responds with the result. Abbreviated as 'DB processing unit'), a log-on processing unit 102 configured to manage log-in and subscription information for users who connect using their terminal devices, and a terminal device for prescription of external products a prescription information processing unit 103 configured to process requests from, and quality-related items (hereinafter, Information on quality factors (referred to as 'quality factors') is processed according to requests from the terminal device, and is based on information on quality factors entered by the manufacturer for prescriptions of external products listed in the database 112. Thus, a quality information processing unit 104 configured to obtain the values of quality factors for the prescription of an external product for which confirmation is requested, and a quality document processing unit 105 configured to process an application for quality-related supporting documents from a terminal device. It consists of:

In this specification, the values determined corresponding to each quality element are collectively referred to as ‘quality information’. Therefore, quality information can be a single value determined corresponding to each quality element, a plurality of values specifying a range, or several defined states (e.g., “normal”, “detected”, “not detected”). etc.) refers to a set of signs, symbols, or text that indicate one of the following. The term ‘quality value’ is used to encompass the various types of quality factors determined. When it is clear from the description or context to refer to ‘quality value’, the term ‘value’ may be used simply. And, depending on the explanation, the term ‘quality information’ may be used to include not only quality values but also quality elements.

The prescription information processing unit 103, the quality information processing unit 104, and the quality document processing unit 105 request the user for necessary information according to the items or conditions selected by the user of the connected terminal device, and request the request. Information received according to this is recorded in the corresponding table of the database 112, and a function is provided to query the database when necessary.

FIG. 2 is a block diagram of the support server 100 dividing its components by function for a detailed explanation of the technical idea and principle of the present invention. The operation of the support server 100 is described individually and specifically below. The components described may configure the support server 100 in a way that, unlike the configuration illustrated in FIG. 2, two or more components may be integrated with each other or in a more detailed form.

Additionally, the support server 100 of FIG. 2 may be a configuration that can be applied to some of the various embodiments of the present invention. Therefore, in another embodiment of the present invention, in addition to these components, other components, for example, in addition to operations for the service provided by the support server 100, described below, and general consumers logged in as users A component that performs actions such as diagnosing the skin by conducting questions and answers and recommending the type of external product or prescription for external use product suitable for the diagnosis, or the prescription information and quality input by the operator of the support server 100 The support server may be configured to additionally include components that perform operations such as processing element values or providing requested document issuance status information.

In addition, the support server 100, which performs the method of providing quality-related supporting documents required for the sale of external products according to the present invention, includes physical components not shown in FIG. 2, for example, the operator uses information. It further includes an input unit for inputting and a display unit for displaying the input information. However, these components are omitted from the block diagram of FIG. 2 for simplification of the drawings because the configuration and operation of these components can be intuitively understood only by being mentioned in the present specification or presented in the operation description.

In addition, the block diagram of FIG. 2 shows that each of the above-described components (102, 103, 104, 105, and 110) is connected to each other through an internal bus, and the support server is composed of a single server to share the communication unit 101 connected to the bus. In the support server described in the present invention, at least some of the illustrated components 102, 103, 104, 105, and 110 are separated into one or more independent servers that each have the communication unit 101 and communicate with each other through a local network using this. It may be configured.

Meanwhile, the tables and queries contained in the database 112 mentioned above may be input through the input unit. Alternatively, an operator who has accessed the support server 100 with administrator authority through the logon processing unit 102 may have uploaded it from his or her terminal device 201 and provided it.

Below, various embodiments of a method of providing quality-related supporting documents required for the sale of external products according to the present invention will be described in detail.

First, an employee belonging to a manufacturer of an external product (hereinafter referred to as a 'user' from the perspective of the support server 100) accesses the support server 100 using a terminal device _202k such as a PC. You connect and use the services provided by the server 100.

A connection request from the user terminal device _202k is transmitted to the support server 100 via the communication network 10, and this connection request is sent to the logon processing unit 102 through the communication unit 101. is received, and the logon processing unit 102 opens a session by forming a logical connection with the terminal device _202k in response to the connection request. Establishing a session and maintaining the continuity of the established session are performed by the communication unit 101, and the established session is established by the logon processing unit 102 through specific correlation information, for example, a socket. ) is associated with.

The communication unit 101 responds to a request received from the user's terminal device _202k based on information included in the request information, for example, URL, port number, host address, or session information. , one of the logon processing unit 102, the prescription information processing unit 103, the quality information processing unit 104, and the quality document processing unit 105 is selected and transmitted.

Then, the logon processing unit 102 processes an information document (hereinafter referred to as a 'page') written in a specific language (e.g., HTML: HyperText Markup Language) according to a specific communication protocol, for example, HTTP. By configuring it, a request is made to the communication unit 101 to be transmitted to the terminal device _202k . The page that is first transmitted to the connected terminal device through this process is called the 'home page'. The user who checks the received home page through an application such as a browser running on his/her terminal device _202k enters already registered user information into the login block configured on the home page. , or select the control object representing the subscription request to request membership.

The term 'control object' used in this specification means that a predetermined action is executed or a specified information is requested from a remote location when selected on a page displayed by a browser based on a specific communication protocol. an item represented in the form of a specific type of display object, such as a hypertext, command button, combo box, check box, option group, or list box, and the display object It refers to a comprehensive script that executes specified commands using the computing resources of the terminal device when selected.

On the home page that the logon processing unit 102 transmits to the terminal device _202k of the connected user, in addition to the user's login block and control objects related to the subscription application, the support server 100 is provided for external use products. Services that process requests related to prescriptions, registration of values for quality factors, and quality-related supporting documents (all of these services provided by the support server 100 are referred to as 'quality integrated support services'). Control objects for service items specified by type may also be included as a provided service menu. Additionally, each service item may further include another control object, for example, a detailed service item (hereinafter referred to as a 'sub-item') in the form of a list box.

When a subscription application is received according to the user's selection of the transmitted home page, the logon processing unit 102 transmits a basic information input page required for subscription to the terminal device _202k , allowing the user to enter the corresponding items. Have them enter information about it. Basic information requested by the logon processing unit 102 when a user signs up may include account name, company name, business registration number, business location, representative name, person in charge name, and person in charge email address.

In addition to the basic information, all information required to subscribe to the quality integrated support service provided by the support server 100 is entered through the input items of one or more input pages, and when registration of subscription information is requested, the logon processing unit 102 The DB engine 111 classifies the information of each input item by field and provides it to the DB engine 111 to request new registration of the subscriber company. Accordingly, the DB engine 111 inputs the delivered information. A new subscriber record is registered by dividing each item by item and recording it in each corresponding field of one or more tables related to the subscriber company in the database 112.

Hereinafter, information on various types of input items illustratively explained in detail for a detailed explanation of the method of providing quality-related documents required for the sale of external products of the present invention is also provided in the same manner as described above. It is recorded in the database 112, and if necessary, related information is linked to each other using link information.

As described above, when the registration process for a user of the quality integrated support service is completed by requesting the input of information necessary for subscription and registering the received input information in the relevant table of the database 112, , the logon processing unit 102 notifies the connected user of completion of subscription by transmitting a subscription completion information page to the terminal device _202k .

The user of the terminal device _202k who has received notification of completion of subscription enters the account name and password specified at the time of registration into the login block and logs in to the support server 100. Of course, in the case of a user who has subscribed to the quality integrated support service by already completing the above-mentioned registration process, the user logs in to the support server 100 by entering the account name of the already registered subscriber without the above-mentioned registration process.

If the user logs in, the logon processing unit 102 records all information (e.g., login information, IP address, session information, etc.) about the connection with the currently connected terminal device, and logs in if necessary. The subscriber's unique identification information according to the account name used is included and recorded as client information in a pre-arranged format with other components (103, 104, 105) to be shared with those components.

When logged in, the user of the terminal device _202k selects a desired item from the control object of the service items included as a service menu on the home page.

The quality integrated support service provided by the support server 100 may include various service items and sub-items, and the user's use of the quality integrated support service is provided through selection of this service or sub-item. Naturally, the user's selection is made randomly regarding various services provided by the support server 100. However, for the convenience of detailed and illustrative explanation of the basic principles and technical ideas of the present invention, it is assumed that users' selection of quality integrated support services is made according to the order described below.

According to this assumption, the user of the terminal device _202k first selects a service item for the product prescription registration service. A request for selecting a service item is transmitted to the support server 100 via the communication network 10 and transmitted to the prescription information processing unit 103 by the communication unit 101.

When a product prescription registration request is transmitted from the communication unit 101, the prescription information processing unit 103 configures a page 30 requesting input for an external product prescription, as illustrated in FIG. 3, and connects By transmitting to the user's terminal device ( _202k ), the user can input information about the external product prescription to be registered through the page (30).

The information input page 30 provided on the terminal device so that users can input information about external product prescriptions (hereinafter abbreviated as 'product prescription information') is currently under development, as illustrated in Figure 3. An input item 310 for a name used to specify the prescription of a product that has been developed or completed, a selection item 320 that allows selection of raw materials included in the prescription, and a prescription history 350 that lists the selected raw materials. ) and an input item 360 that can specify the contents of the selected raw materials in the corresponding prescription. Weight percentage [WT%] can be used for the content of each raw material.

The selection item 320 included on the page so that the user can select the raw material corresponds to a control object containing a list 321 of a certain number of raw materials among the numerous raw materials registered in the support server 100. Each item in this list includes a raw material code and raw material name uniquely assigned to the registered raw material by the support server 100.

Depending on the scroll state on the list of raw materials for the user's selection of raw materials, the raw material items on the list 321 that can be selected through the selection item 320 are changed by the prescription information processing unit 103, and the form of this list is changed by the prescription information processing unit 103. Information on raw materials provided may be secured by a business operator providing quality integrated support services through the support server 100 and established as organized information in the database 112. Alternatively, in the same process as the product prescription registration process described above, the raw material for the external product is secured from the information provided through the information input page presented when logging in as a subscriber and selecting the raw material registration item, and is stored in the database 112. It may also be recorded as a record of information organized in . Securing raw material information is not directly related to the basic principles and technical details of the present invention, so further explanation is omitted.

Regarding the information input page 30 presented as illustrated in FIG. 3, the user of the terminal device _202k enters the name of the prescription for the external product to be currently registered into the corresponding input item 310 and enters the prescription. When one raw material is selected from the list of raw material selection items 320 and the control object 341 for adding it to the prescription history is selected, the raw material currently selected in the selection item 320 is one in the prescription history 350. It is included as an item of .

After all the raw materials necessary for the external product prescription that the user currently wishes to register are included in the prescription details through the process described above, the mixing ratio for each raw material is calculated through the content input item 360 of each item. After specifying, the registration control object 370 displayed on the corresponding page 30 is selected, and according to this selection, all information entered and listed for the corresponding information input page 30 is stored in the communication network 10 ) and is transmitted to the prescription information processing unit 103.

In this way, when information about the product prescription is received from the terminal device _202k , the prescription information processing unit 103 transmits the received information to the DB processing unit 110 by dividing it into fields corresponding to each information input item. By doing so, a new record is recorded in the product prescription table of the subscriber company corresponding to the account name at the time of login of the currently connected terminal device _202k .

In one embodiment according to the present invention, after newly registering the external product prescription of the subscriber company, that is, the manufacturer, in the database 112, the prescription information processing unit 103 records the registered record, that is, the product. A quality information creation request including parameters indicating prescription information may be transmitted to the quality information processing unit 104. When this request is received, the quality information processing unit 104 automatically generates quality information for the specified product prescription information, links it to the corresponding product prescription information, and registers it in the estimated quality information table. Automatic generation of quality information for product prescription information will be described later.

In addition, when a user belonging to a manufacturer of external use products logs into the support server 100 using his/her terminal device _202k and then selects a service item for quality information on the presented homepage, the selection is made. The request according to is processed by the quality information processing unit 104. In this process, when the user selects a control object that requests automatic generation of quality information on a page presented on the terminal device, quality information is automatically generated for one or more product prescription information related to the selection and stored in the database 112. will be registered.

There are various types of external products depending on their functions and actions, and even if they have the same function/action, it is common to manufacture external products with different mixing ratios of raw materials to cause differences in skin irritation or duration of action. Even in the case of a single subscriber company, the registration process of product prescription information as described above is continuously performed.

Therefore, so that a subscriber company can register a large number of product prescription information at the same time in the support server 100, the prescription information processing unit 103 provides the terminal device as illustrated in FIG. 3 for registration of product prescription information. In the information input page, you can include a control object for file upload.

By selecting this control object, you may be guided to the page for registering product prescription information regarding the product prescription information format required for the uploaded file, or a file with empty information tailored to the description format may be downloaded. It may also be provided through

The prescription information processing unit 103 is provided with a function to parse the uploaded file in which information is written according to a predetermined format into each product prescription information, and each parsed product prescription information. , Like product prescription information that is individually requested to be registered through the information input page 30, a request is made to the DB processing unit 110 to be registered as a record in a table organized to be interrelated on the database 112.

At least some of the subscribers of the quality integrated support service provided by the support server 100 perform the process of registering product prescription information by selecting information corresponding to the input items on the information input page described above, or in a prescribed format. The process of registering a plurality of product prescription information at once will be repeated by uploading files, and as a result, as time passes, more product prescription information is accumulated in the support server 100.

Meanwhile, in the case of a manufacturer, with the intention of manufacturing or clinically testing external products to which a specific external product prescription is applied, the physical properties, chemical properties, etc. of the prescription are tested. In the case of manufacturing an external product of that prescription, the manufactured external use product is additionally inspected for stability, preservative power, etc. by an external agency, and a test report is prepared as a result of the inspection, and such quality is provided. Relevant supporting documents are used for approval, approval, or subsequent verification of the external product.

Therefore, the manufacturer obtains actual test/inspection result data for at least part of the product prescription information registered in the support server 100 as described above. For external product prescriptions for which test/test results are obtained in this way, the manufacturer links the test/test results to the relevant external product prescription. This is explained in detail below.

An employee belonging to the manufacturer accesses the support server 100 using his/her terminal device _202k and uses the subscriber account granted to the company on the login page presented by the logon processing unit 102. to log in.

After logging in, select the service item assigned to quality information or the 'information registration' sub-item of that service item on the presented home page. This selection at the terminal device _202k reaches the support server 100 via the communication network 10 and is transmitted to the quality information processing unit 104 by the communication unit 101.

When a request for selection of a quality information service item is received, the quality information processing unit 104 receives the current information from the client information identified and stored by the logon processing unit 102 upon logging in of the terminal device _202k . It is confirmed which subscription company (more specifically, the unique identification number used by the support server 100 to specify the subscription company) is the request.

When the subscriber company is confirmed, the quality information processing unit 104 requests the DB engine 111 to query the product prescription information registered by the subscriber company, using the subscriber company as a parameter. This request may be a request to execute a query to query product prescription information using the subscriber company as a parameter.

The DB engine 111 reads the records of the prescription information table (which may be a record combining fields of interrelated records in multiple tables) contained in the subscriber company specified in the parameter, and requests an inquiry. It is provided as a response to the quality information processing unit 104.

When the inquiry result is received from the DB processing unit 110, the quality information processing unit 104 includes the inquiry result and creates a quality information reflection status page 40 displayed on the terminal device as illustrated in FIG. 4. It is written and transmitted to the connected terminal device ( _202k ). The quality information processing unit 104 configures the quality information reflection status page 40 with only a part of the product prescription information obtained as a result of the inquiry from the DB processing unit 110, and the remaining information is used as the user's additional information. It may also be temporarily stored on a local storage device to provide upon request.

The quality information reflection status page 40 illustrated in FIG. 4 includes a list 410 of information on the items of registration date and product prescription name, and for each item in the list, indicating whether quality information is currently registered. Information registration status indication values are posted. In addition, a page is created so that the information registration status indication value is associated with a control object such as hypertext 410. In addition, the page is created so that the product prescription name is associated with a control object such as hypertext or text box, so when the user selects the corresponding control object, detailed information about the product prescription information on the list 410 to which the object is associated is provided. That is, a page showing raw material information and mixing ratio as described with reference to FIG. 3 may be presented by the quality information processing unit 104.

As illustrated in the drawing, the information registration status indication value is a state in which quality information is not registered, a state in which quality information is registered by provision from a subscriber (421), and an estimate of the quality information described later. It can be displayed separately in an automatically generated state (423).

The quality information processing unit 104 adds a control object 422 that allows the user to request input of quality information for items whose information registration status indication values are 'unregistered' and 'automatically generated', and also adds information For items whose registration status indication values are 'registered' and 'automatically generated', control objects (421, 423) such as hypertext are added to the corresponding text to form a quality information reflection status page (40).

Therefore, when the user selects the information registration status indication value of 'registered' or 'automatically generated', the quality information processing unit 104 provides the quality information registered for the selected product prescription information item in response to the request. It is provided to the user's terminal device ( _202k ). At this time, quality information is provided through a plurality of pages for each category of quality information, similar to the user's input of quality information described below.

As illustrated in Figure 4, a user who checks the quality information reflection status page 40 confirms product prescription information for which no quality information is currently registered or is automatically generated through quality-related supporting documents such as test reports, etc. When entering the values of quality factors of an external product, the control object 422 for registering quality information displayed for the relevant item is selected.

Then, a request according to the selection of the corresponding control object 422, which includes a value indicating the selected product prescription information item as a parameter, is sent to the quality information processing unit 104 through the communication unit 101 of the support server 100. It is transmitted, and according to this request, the quality information processing unit 104 proceeds with the process 43 of having the user input quality information about the external product.

In one embodiment according to the present invention, in order to receive quality information about the selected product prescription information item, the quality information processing unit 104 classifies the quality elements according to the characteristics, use, number of documents for which the quality value is confirmed, etc. The information list page 430, which lists grouped information types, is primarily provided to the terminal device _202k .

The quality information processing unit 104 provides the information list page 430 to the terminal device, and when the user selects one information type, the quality information processing unit 104 receives information about the selected type and classifies it into that information type. A sub page (431 _i , i=1,2,..) where information can be entered, selected, or provided (for example, uploaded) is provided secondarily.

In this way, whenever information is provided by type classified for quality factors, the quality information processing unit 104 converts the information into the product prescription information item 411 previously selected by the user for quality information registration. , each field is classified and registered in the database 112.

Examples of quality information registered in relation to product prescription information items include, in the case of physical characteristics, color, scent, pH, etc., and in the case of chemical characteristics, the presence or absence of certain metals or their content. In addition, quality-related factors that are not manufactured as external use products but can be formulated according to the external use product prescription can naturally be included.

For all types of information list page 430 presented to the terminal device _202k , when information input is completed through the corresponding subpage, the quality information processing unit 104 transfers the received quality information to the DB. While providing the information to the engine 111, it is requested to be registered in the database 112 in association with the corresponding product prescription information item. According to this request, quality information on external product prescriptions may be registered in the database 112 in the form as illustrated in FIG. 5.

To describe the example of FIG. 5 in more detail, in response to a registration request from the quality information processing unit 104, the DB engine 111 stores the received quality information in one or more quality information tables 51. By registering each quality element separately by field, a new quality information record 510 is added, and the identification number of the record assigned when adding the record is used to determine the product prescription to which the quality information must be linked. Enter the quality information index field of the information item (500) (501).

In addition, in the prescription information index field of the quality information item 510 just registered in the quality information table 51, the identification number assigned to the item 500 of the prescription information table 50 with which the quality information item is to be linked is also entered. Enter (511). In this way, by recording cross-reference indexes for the items 500 and 510 in both tables 50 and 51, both information items are connected to each other.

After registering a new record in the quality information table 50 and completing the entry of the linked information on the prescription information table 50 for the registered item, you can check whether to enter quality information for the linked product prescription information item 500. In the indicated field, a value representing information input from the user is recorded (502), thereby completing the operation according to the quality information registration request from the quality information processing unit 104.

Meanwhile, in the quality information reflection status page 40 of FIG. 4, if the quality information registration status of the item for which the user selected the control object 424 for registration was 'automatically generated' 423, the quality information processing unit 104 ) finds the corresponding product prescription information item in the estimated quality information table described later and deletes the corresponding record. This is through the quality integration support service provided by the support server 100, product prescription information automatically generated by estimation of quality information without input of actual quality information, through testing, inspection, etc. by the affiliated company. Since the values for the actual quality elements obtained are entered, this is to prevent the estimated quality information from being used.

A user who accesses the support server 100 using his/her terminal device confirms the quality of at least part of the product prescription information registered by the manufacturer to which he/she belongs through testing/inspection according to the method described above. By registering information (hereinafter referred to as 'actual quality information'), actual quality information about product prescription information is accumulated in the database 112.

Other manufacturers subscribed to the quality integrated support service of the support server 100 also register their product prescription information and actual quality information related to the actual quality in the database 112, so as time passes, the database 112 A lot of actual quality information is accumulated in the database 112 in association with product prescription information.

Apart from the registration of such actual quality information by manufacturers, relevant personnel of companies providing the integrated quality support service also upload the prescription information for external products or the values of quality factors confirmed for the dosage form to the support server. You can log in to 100 with an administrator account and register in the database 112. Even if you are a non-manufacturer, you can find out the values of quality factors for product prescription information, formulations, or specific raw materials through academic journals, open conferences, forums, etc.

Among manufacturers subscribed to the quality integrated support service of the support server 100, manufacturers that have registered actual quality information for some of the registered product prescription information have quality information for some of the other product prescription information. It can be automatically generated and registered for the corresponding product prescription information.

To do this, the person in charge of the company connects to the support server 100 using his/her terminal device _202k and, on the presented homepage, selects the service item 'Automatic Application of Quality Information' or the 'Quality Information' service item. Select the ‘Information Creation’ sub-item.

As described above, the request according to this selection is transmitted to the quality information processing unit 104 by the communication unit 101 of the support server 100. Upon receiving this request, the quality information processing unit 104 includes the currently connected subscriber company in a parameter and selects a product prescription for which no actual quality information is registered from the product prescription information items registered for the subscriber company. A list of information is requested from the DB processing unit 110. The DB processing unit 110, for the subscription company specified as a parameter, in the items of the stored prescription information table 50 as illustrated in FIG. 5, the field value of quality information registration is entered as 'No'. Only the items are filtered and provided to the quality information processing unit 104.

The quality information processing unit 104 uses the product prescription information responded to from the DB processing unit 110 to create a quality information unregistered prescription list page 60 to be displayed on the terminal device as illustrated in FIG. 6 and sends it to the user's terminal. Transmit to device 202 _k .

As illustrated, the quality information unregistered prescription list page 60 created by the quality information processing unit 104 includes a list 600 of product prescription information for which actual actual quality information is not currently registered, and the quality information from the list. Selection control objects 601 that allow selection of items to apply automatic generation, fields 602 that display the results of applying automatic generation of quality information, and fields indicating whether quality-related supporting documents can be applied for. It includes (603) and a control object (630) that can request automatic generation of quality information. In this specification, quality-related supporting documents are abbreviated as ‘quality documents’. Additionally, the term ‘quality document’ is used to refer to structured information within a computing device so that information can be displayed or presented in the form of a document, in addition to a physical medium on which information is actually printed on paper.

When the quality information unregistered prescription list page 60 illustrated in FIG. 6 is displayed, all of the listed items do not have automatically generated and registered quality information, so fields 603 indicating whether or not a quality document can be applied for. ) are all displayed with an initial value of 'Application not possible' (611).

In one embodiment according to the present invention, when constructing a prescription list page without quality information registered, automatically generated product prescription information, not all but part of the quality information, can be included in the displayed list 600. For these product prescription information items, ‘confirmation required’ may be indicated as to whether quality documents can be requested. Cases in which part of the quality information is automatically generated and the processing of user requests accordingly will be explained in detail in the relevant sections below.

In the product prescription information items 600 for which no currently realized quality information is listed, which is presented as illustrated in FIG. 6, the user receives product prescription information that requires a quality document, or has recently realized an external product with the same function. After selecting (621) an item corresponding to product prescription information in which one or more quality information is registered, a control object (630) for automatically generating quality information is selected. Depending on the selection of this control object 630, a request for automatically generating quality information along with information on the items 621 currently selected by the user are transmitted to the quality information processing unit 104. In this specification and drawings, when it is necessary to clearly indicate that it is a product prescription information or product prescription information item for which automatic generation of quality information has been requested, the word 'wonyongyo' (援用要) is placed at the beginning of the term. Add.

When a request for automatic generation of quality information is received, the quality information processing unit 104 first queries the database 112 for each of the product prescription information items for which automatic generation of quality information has been requested, and then prescribes the topical product. Check the types of raw materials it consists of. When the type is confirmed, the DB processing unit 110 is requested to query the external product prescription in which the actual quality information is registered for all product prescription information composed of the same type of raw materials.

Then, the DB engine 111 checks the prescription information table 50 interconnected with the quality information table 51, as illustrated in FIG. 5, and filters out the items in which the quality information registration field is written as Yes. Afterwards, product prescription information items consisting of types that match the types of raw materials received from the quality information processing unit 104 are selected. If the prescription information table 50 in FIG. 5 is separated for each member company, corresponding product prescription information items are selected in the same manner for the prescription information tables of all member companies. When the product prescription information items are selected in this way, a list of the selected items (hereinafter referred to as the ‘recipient list’) is provided as a response to the quality information processing unit 104. Of course, each product prescription information item on the provided support list includes an identifier that uniquely identifies the item.

In one embodiment according to the present invention, the raw materials applied when the DB engine 111 selects product prescription information items in the database 112 in response to an inquiry request for external product prescription from the quality information processing unit 104 For equality, extended criteria may apply. Here, the extended standard means a standard that is relaxed compared to the standard that requires the components to be completely identical. For raw materials of liquid formulations, the standard that the concentration of the same component must have a difference within a certain range may correspond to the expanded standard in this specification.

When the expanded standard is applied to the same raw material according to this embodiment, for the raw materials that are the same as each other according to the expanded standard, the same category raw material table designated as the raw material set or alternative raw material set is stored in the database. It can be pre-built in (112). Of course, one raw material may belong to multiple raw material sets. For example, a raw material that is component

A raw material set identifier is assigned to each item of the same category raw material table pre-built in the database 112, and the assigned identifier contains information about the raw materials for each of the raw materials grouped into the raw material set. It is recorded in the alternative raw material field of the relevant raw material item in the raw material information table being processed.

Therefore, in this embodiment, when the DB engine 111 confirms the types of raw materials constituting the external product prescription for which automatic generation of quality information has been requested, it searches the raw material information table for each of the raw materials. , check whether the raw material set identifier is recorded in the alternative raw material field, and if the identifier is recorded, all raw materials recorded in the record items on the same category raw material table specified by the identifier are considered to be the same raw material. Thus, the product prescription information composed of the same raw materials for which the actual quality information is registered is searched.

The DB engine 111 configures the search results to differentiate between product prescription information consisting of only raw materials with completely identical ingredients and product prescription information containing other raw materials included in the raw material set, thereby providing the quality information. It may also be transmitted to the processing unit 104. In this case, when the quality information processing unit 104 determines the actual quality information to be used as a basis for estimating the quality information for the product prescription information according to a method described later, the product prescription information on the list for the source is used. Items can be divided and applied. In other words, on the source list, the product prescription information items consisting of only raw materials with completely identical ingredients are first applied, and the product prescription information items to be used as the basis for estimation are determined in the manner described below. If an item does not meet the predetermined requirements, the product prescription information items containing other raw materials in the raw material set can be applied to determine the product prescription information item to be used as the basis for the estimate.

In another embodiment according to the present invention, when the quality information processing unit 104 requests the DB engine 111 to inquire about a prescription for an external product, in addition to the corresponding product prescription information, the information on the mixing process for the raw materials is also requested. can be included in This mixing process information may include information on the mixing method, mixing order, and characteristics of intermediate products for the raw materials that make up the prescription for the external product, and such information can be provided to the user through the prescription information input page described above. It is obtained from the input of . Of course, in this embodiment, the prescription information processing unit 103 creates a prescription information input page including control objects for receiving mixing process information and provides it to the client device. In addition, some of the control objects for receiving mixing process information include a list of predetermined information, so that information may be input in such a way that one item is selected from the list. This information input method can be applied to information on the mixing method.

As in this embodiment, when the inquiry request further includes mixing process information, the DB engine 111 registers actual quality information that satisfies not only the identity of the raw materials but also the identity of the mixing process information. Product prescription information items are selected to form a list for referrals.

When the requested list, which is the search result, is received from the DB engine 111, the quality information processing unit 104 enters the sourced product prescription information and the product prescription information whose mixing ratio of raw materials is the same or closest to the sourced list. Search for. Figure 7 is a diagram illustrating in detail an embodiment of this search process.

The quality information processing unit 104, for each product prescription information item (72 _i , i=1, 2, 3,..), and from the difference between the mixing ratios of the corresponding item (72 _i ), the prescription difference (差) Calculate the exponent (74).

As an example of calculating the prescription difference index, a positive value representing the difference in mixing ratio between the same raw materials is obtained and all positive values are added together.

In another embodiment, a method may be applied so that the difference for raw materials with a low mixing ratio is reflected to a greater extent than the difference for raw materials with a high mixing ratio. For example, so that the difference of 0.05 between the mixing ratios of 0.1 and 0.05 is reflected more in the prescription difference index than the difference of 0.05 between the mixing ratios of 0.8 and 0.85, the mixing ratio is divided by the difference value of 0.05 (or the divided value In order to reduce the range of variation, a method of calculating the prescription difference index by adding the value ( ) multiplied by the attenuation constant specified for each section of the mixing ratio can be applied. In the example of the previous numerical value, the values reflected in the prescription difference index are 0.5 ( =0.05/0.1 ) and 0.0625 ( =0.05/0.8 ), respectively, assuming that the attenuation constant for each section is not applied, which means that the mixing ratio is low. Differences in raw materials are reflected more significantly in the prescription difference index.

In another embodiment according to the present invention, a reflection intensity may be designated for each raw material of an external product. By grouping raw materials, the same reflection intensity may be assigned to the same group. For example, for a functional raw material group that significantly affects the quality characteristics of external products, the reflection intensity can be specified higher than that of the base raw material group. This reflection intensity is previously recorded in the database 112 as basic information of the raw material. In this embodiment, the quality information processing unit 104 calculates the mixing ratio difference ( △ _{i, j} ) for each raw material between the product prescription information for won-yong-yo product 70 and the product prescription information for the source-yong list 72, the corresponding raw material. After multiplying the reflection intensity specified in , these are added to calculate the prescription difference index.

In another embodiment according to the present invention, the prescription difference index may be calculated excluding some raw materials. For example, for purified water, which is used as the main ingredient in external products, the prescription difference index can be calculated by excluding the difference in mixing ratio between the prescriptions of the two products being compared.

In this way, for raw materials that are not reflected in the calculation of the prescription difference index or raw materials whose reflection intensity is designated as 0 in the previous embodiment, the quality information processing unit 104 sends a prescription for an external product of the same raw material to the DB processing unit 110. When requesting an inquiry, information on raw materials excluding those not reflected can be delivered. In this embodiment, the DB processing unit 110 selects the product prescription information items in which the delivered raw materials are included in the prescription and the actual quality information is recorded from the database 112 to the quality information processing unit ( 104) is provided as a search result.

In another embodiment according to the present invention, a standard for determining whether or not to reflect in the calculation of the prescription difference index may be set for some raw materials. For example, for a specific raw material, the minimum mixing ratio difference can be set so that it is reflected only when the difference in the mixing ratio of the raw material is greater than that.

In one or a combined method of the above-described embodiments, the prescription difference indices 74 are all calculated between the product prescription information 70 for won-yong-yo and each product prescription information item 72 _i in the list 72 for won-yong-yong. Then, the quality information processing unit 104 selects the prescription difference index 75 with the lowest value among them, and sets an identifier indicating the product prescription information item on the patient list 72 from which the prescription difference index was obtained as a parameter. Thus, the actual quality information registered for the corresponding item is requested from the DB engine 111.

When the actual quality information is obtained according to this request, the quality information processing unit 104 estimates the quality information for the Wonyongyo product prescription information based on the actual quality information (76). In this specification and drawings, the actual quality information (or quality element) that is the basis for quality information estimation is referred to as 'basic quality information (or quality element)', and the product prescription information registered in connection with the actual quality information is referred to as 'basic quality information (or quality element)'. It is referred to as ‘based product prescription information’.

Figure 8 schematically shows a method of estimating quality information based on base quality information, according to an embodiment of the present invention, where the base quality element is recorded as a single value (831) and the case (831) when the base quality element is recorded as a range. This shows case (832).

The quality information processing unit 104 obtains, for each raw material of the sourced product prescription information 80, the difference value of the mixing ratio with the same raw material of the base product prescription information 81 selected from the sourced list, Find the standard deviation of these difference values (82). Once the standard deviation is obtained, the interval constant (821) is obtained by dividing the standard deviation by the square root of the number of raw materials, and the confidence interval ( α _z ) is calculated by multiplying the interval constant (821) by a value determined by the preset reliability. .

And, finally, an estimated quality element value is determined (841), which ranges from the lower limit obtained by subtracting the calculated confidence interval (α _z ) to the value of the base quality element (831) and the upper limit obtained by adding it. If the value of the basic quality element is given in a range, the value obtained by subtracting the confidence interval (α _z ) from the lower limit value and the value obtained by adding the confidence interval (α _z ) to the upper limit value are the values of the estimated quality element. It is decided by the value (842).

In another embodiment according to the present invention, the quality element value may be estimated as a single quality value rather than as a range of confidence interval. FIG. 9A is a diagram schematically showing the method of this embodiment. In this embodiment, the value of the quality element is estimated using reference quality information in addition to the base quality information. For the reference quality information, the quality information registered for the product prescription information (hereinafter referred to as 'reference product prescription information') where the prescription difference index obtained for the above-mentioned support list is the lowest after the base product prescription information is used. . In the same way as the method of acquiring base quality information, actual quality information of reference product price information, that is, reference quality information, is obtained from the database 112.

When reference quality information is acquired, the quality information processing unit 104 calculates the difference in mixing ratio between each raw material in the base product prescription information 81 and the reference product prescription information 90. At this time, the difference in mixing ratio is subtracted based on the mixing ratio of the base product prescription information 81, so the result of the subtraction may have a negative value. When all differences in mixing ratios are obtained, positive and negative values are separately added to obtain the increase sum (L _Y(+) ) and subtraction sum (L _Y(-) ) (91).

Between the base product prescription information (81) and the Won Yong-yo product prescription information (80), the increase sum (L _Z(+) ) and subtraction sum (L _{Z(-)) are performed} in the same manner based on the base prescription information (81) ) is obtained (92). And, for the arbitrary quality element 93 for determining the estimated quality information, the difference 933 between the value 931 of the base quality information and the value 932 of the reference quality information is obtained. At this time as well, the quality value of the reference quality element is subtracted from the quality value based on the base quality element.

Once the above values are obtained, the correction values are calculated using those values. When calculating the correction value, check whether the raw materials of the mixed ratio (hereinafter referred to as ‘variable raw materials’) are the same as the increase or decrease in the value of the reference quality element with respect to the value of the base quality element. In other words, if the value of the reference quality element increases than the value of the base quality element, the raw materials in the product prescription information whose mixing ratio has increased compared to the base product prescription information 81 become unchanged raw materials, and if it has decreased, the mixing ratio is based on the raw materials. The raw materials of the product prescription information that are reduced from the product prescription information (81) become fluctuating raw materials.

If it is confirmed that the variable raw materials are the same, the quality information processing unit 104 calculates the sum of the increase and decrease calculated between the base product prescription information 81 and the reference product prescription information (L _Y(+) +L _Y(-)) ), the ratio of the sum of the increase and decrease calculated between the base product prescription information (81) and the Won _Yong -yo product prescription information (80 _{) (} L The correction value (cV _k ) is determined by multiplying the ratio by the difference value (933) obtained by subtracting the value (932) of the reference quality element from the value (931) of the base quality element (94). Then, the correction value (cV _k ) determined in this way is added to the value 932 of the base quality element (this addition is actually a subtraction to the quality element value when the difference value 933 is a negative number), Finally, the value 935 for the arbitrary quality factor of the Won Yong-yo product prescription information is determined.

In the case where the different raw materials are reversed, for example, assuming three types of raw materials A, B, and C, the different raw materials in the reference product prescription information are A and B, while the different raw materials in the product prescription information for Won Yong-yo are If is C, the quality information processing unit 104 determines the estimated quality factor value by subtracting the previously obtained correction value (cV _k ) from the base quality factor value 931.

If the raw materials are partially different, the difference in mixing ratio between the same raw materials can be individually reflected in the difference in quality element values to obtain the estimated quality element value. Figure 9b is a diagram illustrating this method with specific values assuming three types of raw materials A, B, and C.

In the illustrated drawing, for the quality factor 950, which is the estimated target, the value 951 of the reference quality information has increased by +0.4 compared to the value 952 of the base quality information, so raw material B with the mixing ratio increased to 2% It becomes a dynamic raw material. In Wonyongyo product prescription information, raw materials A and B are identical raw materials, so the identical raw materials are not the same and do not conflict with each other.

In this case, the quality information processing unit 104 first determines the amount of change (k _ud ) in the quality element value (hereinafter referred to as 'unit action coefficient') according to the difference in unit mixing ratio. The unit action coefficient is obtained by dividing the amount of change in the value of the reference quality element (951) based on the value of the base quality element (952) by the sum of the changes in the respective mixing ratios of the raw materials (96).

Once the unit action coefficient (k _ud ) is obtained, the unit action coefficient is multiplied by the difference in the mixing ratio of each raw material in the raw material product prescription information based on the raw material mixing ratio in the base product prescription information, and the effect of the difference in mixing ratio of each raw material is obtained. Calculate intensity (P97). At this time, in the example of Figure 9b, raw materials A and C, which are opposite to the direction of change of the mixing ratio difference in the reference product prescription information, are multiplied with a negative unit action coefficient (97 ₁ , 97 ₂ ) of the raw materials. The intensity of action due to the difference in mixing ratio becomes negative.

In this way, when the action strength due to the difference in the mixing ratio of each raw material is calculated, the action strengths are all added up to obtain a correction value (98), and the correction value (98) is added to the value of the basic quality factor (951) to obtain the final result. Determine the value (953) for the relevant quality element of Wonyongyo product prescription information.

If the value of the quality element is given as a range, the lower limit and upper limit determined by applying the above-mentioned method respectively are determined as the range of the value of the corresponding quality element for the Won Yong-yo product prescription information.

When estimating the value of a quality element, when the value of the quality element must be determined not as a number but as text or a symbol designating one of several specified states, the basis for determining that state in the base quality element must be provided. If a value is added, for example, 'not detected' (20μg/g), if it is a quality element that specifies a specific state by writing the value together, the value is estimated in the same way as described above. A numerical value is obtained, and the status is designated as the same or different depending on whether the obtained value meets the requirements for non-detection established for the relevant quality element.

If the value that serves as the basis for the specified specific condition is not included, instead of estimating the quality element value as described above, the value of the corresponding quality element is checked for each raw material included in the product prescription information for Wonyongyo. It can be determined by the added quality value. If the value of the corresponding quality factor cannot be confirmed from the raw material information registered in the database 112, the value of the quality factor may not be estimated and left unrecorded.

As described above, for the embodiment illustrating the method in FIGS. 9A and 9B, raw materials for which differences in mixing ratios are not considered may be specified in estimating the value of the quality factor of the Wonyongyo product prescription information.

For estimation of quality information, the quality information processing unit 104 requests the DB engine 111 to request and secure a list of recipients if the list of recipients is empty or a prescription difference index obtained for product prescription information items on the secured list of recipients. If the lowest value of is greater than or equal to the pre-specified index upper limit, the quality information processing unit 104 does not estimate quality information for Wonyongyo product prescription information. At this time, by registering the Wonyongyo product prescription information in the quality estimation log table described later, when there is actual quality information registered later, the estimation of quality information for the Wonyongyo product prescription information can be performed again. .

In another embodiment according to the present invention, when the lowest prescription difference index is greater than or equal to the upper limit of the index, it can be confirmed whether the quality information for Won Yong-yo product prescription information can be estimated using a plurality of base product prescription information. To this end, the quality information processing unit 104 checks whether there is a combination in which the mixing ratio of raw materials by combining the product prescription information items on the secured source list is the same as the mixing ratio of the sourced use product prescription information.

For example, in two product prescription information items A1 and B1, and Wonyongyo product prescription information, raw material a is one of the common raw materials, and the corresponding mixing ratio in Wonyongyo product prescription information is α, in A1 and B1 Assuming that β ₁ and β ₂ are respectively, the quality information processing unit 104 determines the proportionality constant k ₁ that satisfies Equation 1 for calculating the following weighted average.

[Equation 1]

k ₁ ·β ₁ +(1-k ₁ )·β ₂ =α

Then, when the obtained proportionality constant k ₁ is substituted into Equation 1 and applied to the mixing ratios of the remaining raw materials, it is confirmed whether the equations are all true.

If Equation 1 is satisfied for all remaining raw materials, the quality information processing unit 104 uses the actual quality information of the plurality of product prescription information items A1 and B1 as the base quality information, and applies it to Won Yong-yo's product prescription. quality information is determined. As a specific example of determining the quality value, the value of an arbitrary quality element of Won Yong-yo's product prescription is calculated by dividing the values of each corresponding quality element of the actual quality information of the two product prescription information items A1 and B1 with the proportionality constant k ₁ and It is determined as a weighted average value using (1-k ₁ ) as a weight.

In one embodiment according to the present invention, at the user's request, product mixing information may be registered in the database 112 instead of product prescription information. Here, the product mixing information includes information specifying a plurality of external products manufactured with different external product prescriptions and information on the mixing ratio between the external products, and these information are included in the prescription information processing unit 103. ) is entered by the user through an input page provided to the client device and registered in the database 112.

Even in the embodiment in which product mixing information is registered in this way, if the actual quality information of external products designated by the product mixing information is registered, even if prescription information for each external use product is not registered, their actual quality information is, It can be used as a basis for quality estimation for other product mixture information that specifies a mixture of multiple external products.

For example, while the actual quality information for external products A2 and B2 is registered, product mixing information specifying the external products and mixing ratio of k ₂ : (1-k ₂ ) is entered by the user. When automatic generation of quality information is requested, the quality information processing unit 104 estimates the quality information for the product mixture information in the same way as the method for estimating based on the actual quality information of a plurality of product prescription information items. You can. In other words, the value of an arbitrary quality factor in the product mix information is determined as a weighted average of the values of the corresponding quality factors in the actual quality information of external products A2 and B2 using k ₂ and (1-k ₂ ) as weights. You can.

Even if actual quality information is not registered for external products A2 and B2, and actual quality information is registered for one of A2 and B2 and a product combining them, the quality information of A2 and B2 in the mixed product is not registered. If the mixing ratio is specified, the quality information for any product mixing information specifying a mixture of A2 and B2 can be estimated based on the actual quality information.

For example, for an arbitrary quality factor, the quality value of external product A2 is v _A , and the quality value of a product that mixes external product A2 and B2 in a ratio of ζ:(1-ζ) is v _A+B . Then, the quality value v _B for external product B2 can be considered as (v _A+B - ζ·v _A )/(1-ζ). Therefore, in the same way as when actual quality information for a plurality of external products is available, quality information can also be estimated for product mixture information specifying external products A2 and B2 at different mixing ratios.

In the estimation of the quality information described above, if the quality value estimated for any quality element deviates from the standard value set in inspection or certification for that quality element, the estimated quality value is not recorded for the quality element. , the quality factors may be kept in an unrecorded state.

In another embodiment according to the present invention, after determining quality values for all estimable quality factors, the standard deviation of the difference from the values of the base quality factors is calculated, and if the standard deviation is greater than a predetermined limit value, Estimated quality values that differ from the value of the base quality element by more than the standard deviation or by more than a certain ratio (>1) of the standard deviation may not be applied as the value of the quality element.

In addition, quality values that are not recorded as estimated values for the relevant quality elements, even though they are estimated based on the basic quality information, are linked to the corresponding items in the estimated quality information table and are not adopted as floating estimated values for each quality element. Record it in the quality factor table. The floating estimate value recorded in this non-adopted quality element table may be used as an estimate value of the corresponding quality element, depending on the subsequent selection of the relevant subscriber.

In another embodiment of the present invention for estimating quality information, a deep learning neural network may be used. The deep learning neural network executed by the quality information processing unit 104 is trained using numerous learning models before being loaded into the quality information processing unit 104. The learning model includes a set of learning units consisting of product prescription information composed of the same raw materials with different mixing ratios for each quality element and the difference in the value of the quality element when the mixing ratio is different. Using this learning model, the information transfer characteristics between each layer of the deep learning neural network are confirmed by learning the difference in the value of the learning object, that is, the quality factor, that appears according to the difference in the mixing ratio of the same raw material between product prescription information. It is mounted on the quality information processing unit 104.

Since the deep learning neural network requires a large amount of computation to estimate the value of any quality element according to the difference in raw material mixing ratio between product prescription information, it may be built as a separate server separate from the quality information processing unit 104. In this case, the information necessary for estimating the quality value and the estimated result are transmitted and received with the deep learning neural network server through the communication unit 101.

In the embodiments according to the present invention described so far, it is assumed that the difference in mixing ratio of raw materials that are not specified to be excluded from the value estimation of quality factors is reflected in the value estimation of all quality factors. In another embodiment according to the present invention, this premise may not apply. One such embodiment may be to designate quality factors that can be used for estimation for raw materials of external products, individually or grouped. Figure 10 shows an example of this.

In the example of FIG. 10, an identifier field 1011 of the quality factor to be applied at the time of estimation is added to the list 1010 of external product raw materials contained in the database 112, and in this identifier field 1011, Quality element identifiers are entered to indicate which quality element value estimates should reflect differences in mixing ratios in the corresponding raw materials.

Therefore, as in the above-described embodiment, when estimating the value of an arbitrary quality element for Wonyongyo product prescription information, in the raw materials of Wonyongyo product prescription information, the identifier for the arbitrary quality element is the quality element. For raw materials not entered in the identifier field 1011, the difference in mixing ratio is excluded and the value of the corresponding quality factor is estimated by reflecting only the mixing ratio difference in the remaining raw materials.

In another embodiment according to the present invention, raw materials that can be applied to estimate the value of the quality factor may be designated by the quality item table 1020. In other words, a raw material identifier field is added to the quality item table 1020, which pre-records information about each information input item of quality-related supporting documents, and the element's name is added to each quality element corresponding to each record in the table. Identifiers of raw materials that can be used to estimate quality values are entered in the raw material identifier field, and in subsequent estimations, only differences in the mixing ratios of raw materials corresponding to the raw material identifiers in that field are used.

The embodiments according to the present invention described above may be used in combination with each other in estimation of quality information. That is, for a plurality of quality elements, the method of estimating the value of the quality element applied to some of them may be different from the method of estimating the value of the quality element applied to the remainder. Additionally, for verification purposes, two or more methods according to the above-described embodiments may be applied to estimate the value of one quality element.

When the quality information processing unit 104 completes quality information estimation for the product prescription information for which the connected user has requested automatic generation of quality information, the quality information processing unit 104 displays the result as shown in FIG. 6 currently presented on the user's terminal device _202k . The quality information of the selected item (621) on the unregistered prescription list page (60) is displayed in the quality information automatically generated result column (631, 632). At this time, the generation results are displayed by distinguishing whether quality values have been generated for all quality information items (hereinafter referred to as 'quality items') (631) or only some of them (632).

Alternatively, information indicating the ratio of the number of automatically generated quality items to the total number of items of base quality information may be displayed in the creation result column. Alternatively, it is possible to simply display the completion of creation and present more detailed information about the generated results when there is a separate request from the user.

In addition to displaying the results of automatic generation of quality information, the quality information processing unit 104 also updates and displays information on whether or not it is possible to request a quality document for the corresponding product prescription information item. If quality information has been created for all quality items, information 941 is displayed indicating that application is possible for the product prescription information item. If quality information has been created for only some quality items, confirmation is possible. Displays informing information (942).

In the case where only the values for some quality items are estimated, a subset of the quality items for which the quality values have been estimated may or may not complete at least one supporting document. Therefore, in this case, it is indicated that it can be known through a separate confirmation whether there is a quality document that can be applied for.

In response to a request for automatic generation of quality information, if the quality information of the selected product prescription information cannot be estimated, a separate pop-up window will appear on the user terminal device notifying that there is no quality item that generated a quality value for the corresponding product prescription information. It is displayed on the screen, and for the relevant product prescription information items, the information is left as is without being updated on the page.

In the description of the above-described embodiment, when the minimum value of the prescription difference index obtained between each product prescription information item 72 _i in the recipient list 72 and the source product prescription information 70 is higher than the predetermined threshold index, the quality Information can be treated as something that cannot be estimated.

Meanwhile, the quality information processing unit 104 transmits product prescription information with estimated quality values for all or some quality items to the DB processing unit 110 for each quality item, thereby transmitting the estimated quality values, Each corresponding field in the estimated quality information table is filled in and registered as a new record. Then, the unique identification information of the registered record is entered into the estimated quality information index field of the corresponding product prescription information item in the same manner as linking the actual quality information with the corresponding product prescription information item as illustrated in Figure 5. And, in the prescription information index field of the new record of the estimated quality information table, the unique identification information of the corresponding product prescription information item in the prescription information table is entered and interconnected.

In the above-described embodiments, when a manufacturer registers new product prescription information, the registered product prescription information, and the product prescription selected by the user on the quality information unregistered prescription list page 60 of FIG. 6 presented to the user Automatic generation of quality information was applied to the information. In one embodiment according to the present invention, it is not limited to these cases, and automatic generation of quality information can be applied even when the manufacturer registers actual quality information for registered product prescription information. At this time, the target to which the automatic generation of quality information is applied is the product prescription information in which the actual quality information is registered, from the product prescription information in which the automatic generation of quality information has been applied and quality values are registered for all or part of the quality items. This is product prescription information using the same raw materials.

For this embodiment, the quality information processing unit 104 estimates and registers quality information for product prescription information for which automatic information generation is requested, as described above, and also generates automatic information as illustrated in FIG. 11. In order to update quality information about the product prescription information for which creation has been requested, information on quality estimation is registered in the quality estimation log table 1100, which is managed separately. This quality estimation log table 1100 contains the identifier on the prescription information table 50 of the product prescription information for which automatic generation of quality information has been requested, and the base product prescription information used as the basis for quality information estimation for the product prescription information. The identifier and the prescription information based on it may be composed of a field of the determined prescription difference index.

According to the above-described embodiment, the quality estimation log table 1100 may be configured to include an identifier of the above-described reference product prescription information and a field for recording the prescription difference index at which the reference product prescription information is determined. there is.

When actual quality information is registered for the specific product prescription information 1120, the quality information processing unit 104 selects the specific product from the product prescription information items whose identifiers are registered in the quality estimation log table 1100 of FIG. 11. Check whether there is an item with the same ingredients as the prescription information (1120). If there is product prescription information 1110 with the same raw materials, the prescription difference index 1121 between the product prescription information 1110 and the specific product prescription information 1120 is calculated as described above.

Then, the calculated prescription difference index 1121 is compared with the prescription difference index 1111 recorded for the product prescription information 1110 found in the quality estimation log table 1100 (S110). If the prescription difference index (1121) obtained for the product prescription information (1120) for which actual quality information is currently registered is greater than or equal to the existing prescription difference index (1111), the quality information processing unit 104 provides the currently found product prescription information. By skipping (1110), the existing estimated quality information of the product prescription information (1110) is maintained as is (S111).

If it is smaller than the existing prescription difference index 1111, the quality information processing unit 104 converts the base product prescription information recorded for the corresponding product prescription information 1110 into the product prescription information in which the actual quality information is registered ( 1120), and using the actual quality information of the product prescription information (1120) as the base quality information, the quality information is re-estimated for the product prescription information (1110) on the quality estimation log table (1100), and the existing quality information is re-estimated. Replace the estimated quality information (S112).

In this way, when actual quality information for arbitrary product prescription information is registered by a member company, for the product prescription information that is most similar or identical to the raw material mixing ratio in the product prescription information, even if the quality information has already been estimated, the quality information is re-estimated. By updating , the more actual quality information is registered, the more the estimated quality information has values that are closer to the quality values that would be obtained when an actual test or inspection is performed on the prescription.

When actual quality information is newly registered, re-estimating quality information for product prescription information for which quality information was previously estimated may be limited to cases where the quality document for the product prescription information has not been issued to the member company. there is. The issuance of quality documents for product prescription information is processed by the quality document processing unit 105, and the quality document processing unit 105 issues quality documents at the request of a connected user for any product prescription information. When this is done, the fact of issuance is recorded with the corresponding product prescription information. The recording location may be a quality document management table consisting of records linked to each product prescription information item of the prescription information table 50.

In the case where re-estimation of the existing estimated quality information is limited according to the quality document issuance status, the product prescription information (1120) of the currently registered actual quality information and the product prescription information (1110) of the estimated quality information of the same raw material are Even if it is recorded on the quality estimation log table 1100, the quality information processing unit 104 first checks whether the product prescription information 1110 of the estimated quality information is designated as a document issuance status in the quality document management table. is checked, and only when the quality document is not issued, it is selectively re-estimated according to the prescription difference index as described above, and when it is in the issued state, the corresponding product prescription information 1110 is skipped.

Alternatively, in the service processed by the quality document processing unit 105, when a quality document is issued for any product prescription information, the quality document processing unit 105 records the issuance of the quality document along with the identifier of the product prescription information. The information processing unit 104 is notified, and when this notification is received, the quality information processing unit 104 may delete the corresponding product prescription information from the quality estimation log table 1100.

On the other hand, on the screen of the same page as shown in FIG. 6 where the quality information processing unit 104 displays the results of automatically generating quality information, when the user selects matters related to the quality document, that is, applies for the quality document. When information 641 indicating availability or information 642 indicating availability is selected, a request according to the selection is transmitted to the quality document processing unit 105. In this request, the identifier for the selected product prescription information is passed as a parameter. When the quality information processing unit 104 confirms that the request according to the user's selection has been delivered to the quality document processing unit 105, it requests the quality document processing unit 105 to transfer the connection with the currently connected terminal device.

When this request is received, the quality document processing unit 105 maintains the continuity of client-server communication with the terminal device by re-establishing the connection with reference to client information about the current terminal device and connection. At the same time, the identifier received from the quality information processing unit 104 is transmitted to the DB engine 111, and a search for quality information registered for the product prescription information is requested. Such quality information inquiry can be requested by the quality document processing unit 105 on its own even if there is no identifier for the product prescription information from the quality information processing unit 104. This request may occur during service processing when the user selects a service item or sub-item related to quality documents on the home page presented after logging in. In the description of this service processing process, the same method as the processing method for confirming or requesting a quality document for product prescription information transmitted from the quality information processing unit 104 is specifically described. The same method is performed by the quality document processing unit 105 on the page illustrated in FIG. 12 when a user selects an item from the presented list and then requests a document request.

When a user connected to the support server 100 selects a service item or sub-item related to quality documents on the presented home page, a request according to the selection is sent to the quality document processing unit 105 through the communication unit 101. It is delivered. When this request is received, the quality document processing unit 105 checks from client information which subscriber company the current request is from.

When the subscriber company is confirmed, the quality information registration status is requested from the DB engine 111, using the subscriber company as a parameter. In response to the request, the DB engine 111 specifies the prescription information table registered for the corresponding subscriber in the database 112, and each of the specified tables is stored according to the structure illustrated in FIG. 5. Records, that is, by referring to the value of the quality information registration field (or the value of the quality information index field) of each product prescription information item and the value of the estimated quality information index field, the quality is determined in the quality information table and the estimated quality information table. Records in which information is recorded are read, organized into a list, and then provided to the quality document processing unit 105 in response to an inquiry request.

The quality document processing unit 105 uses the delivered information to construct a quality information registration status page 1200 displayed on the client device as illustrated in FIG. 12 and sends it to the terminal device _202k of the connected user. send.

The quality information registration status page 1200 configured by the quality document processing unit 105 includes a list 1210 of product prescription information items in which quality values are recorded for at least some of the quality items, and each of the list includes For items, information fields indicating the registration status of quality information (1202) and the source (1203) of quality information are added. In the registration status field 1202, information indicating whether the quality values for all quality items have been completely recorded or partially completed is entered, and in the information source field 1203, the corresponding quality information is entered directly from the subscriber company. Information indicating whether the information has been calculated or whether it has been automatically estimated as described above is entered.

On the quality information registration status page 1200 as shown in the example in FIG. 12, the user selects the product prescription information item for which a quality document is to be issued in the item selection box 1201 and then selects the document request control object 1210. If so, a request according to the selection is transmitted to the quality document processing unit 105.

Upon receiving this request, the quality document processing unit 105 checks the quality information registration status of the selected item, and if the quality information is all recorded and completed, requests the DB processing unit 110 to provide the corresponding product prescription information. Obtain quality information. Then, the quality values of each field of the obtained quality information are mapped to the corresponding information entry items in the template of each preset quality document, thereby completing a predetermined number of quality documents.

In addition, each completed quality document is converted into a file in a specific format that can be printed in the form of a quality-related supporting document, and the person in charge designated for the subscriber company confirmed at the time of login of the user who currently applied for the quality document The email address is confirmed in the database 112, and the quality document files are transmitted using the email address as the destination.

In one embodiment according to the present invention, prior to sending an email of a document according to a quality document request, a preview page of the quality document to be sent is sent to the user's terminal device ( _202k ), and a user can select whether to send the email. It may be possible.

Additionally, in one embodiment according to the present invention, the destination of the quality document file converted to a specific format may be the currently connected terminal device _202k , rather than an email server. In other words, the quality document processing unit 105 may directly transmit the converted quality document file to the currently connected terminal device _202k , rather than sending it by email, and allow it to be printed directly from the terminal device.

In this way, once a quality document for the registered product prescription information is issued, the quality document processing unit 105 records the issuance of the quality document for the product prescription information in the quality document management table described above. The use of information regarding this issuance has been described above.

If the item for which the user requested a quality document is confirmed to be complete for some of the quality items, the quality document processing unit 105 enters quality elements with confirmed quality values into each information entry item of the quality document template. By mapping, it is confirmed what type of supporting document is completed, and the confirmed result is created on a quality document completion status page 1300, as illustrated in FIG. 13, and transmitted to the user's terminal device _202k . .

The quality document completion status page 1300 prepared by the quality document processing unit 105 is a mark indicating whether the contents of the document have been completed for all types of supporting documents required for manufacturing and selling external products, etc. (1301, 1302) are added in connection with the corresponding type of document. Apart from the mark, the page may be created so that documents with complete content are visually distinguished from documents with incomplete content using graphics or colors depicting the document (1310). In addition, the quality document completion status page 1300 also includes a control object 1320 that allows the user to request information supplementation for the currently partially estimated quality information.

When the user selects the control object 1320 of information supplementation on the presented quality document completion status page 1300, the quality document processing unit 105 sends the request along with the identifier of the corresponding product prescription information, It is transmitted to the information processing unit 104. The quality information processing unit 104, which has received a request for information supplementation, searches the database 112 and determines the prescription difference index lower than the prescription difference index recorded in the quality estimation log table 1100 for the corresponding product prescription information. Check whether there is product prescription information with registered actual quality information obtained.

According to the above-described embodiment, the quality estimation log table 1100 may have an item listing only product prescription information. For this item, quality information is estimated in the same way as for product prescription information for which automatic generation of quality information is requested.

If product prescription information that produces a lower prescription difference index than the current prescription difference index is confirmed, the quality information is estimated as described above based on the actual quality information of the product prescription information, and the existing estimated quality information is calculated. Update . If the actual quality information of product prescription information with a lower difference in prescription difference index is used, the estimation result of the quality information becomes a value closer to the quality value obtained through actual testing or inspection, so the previous estimation Values for quality elements determined to be unrecorded can be determined by new estimates. In other words, the missing quality information can be supplemented.

When the estimated quality information is supplemented in this way, the fact is transmitted to the quality document processing unit 105 so that a response to the user's quality supplementation is provided to the user. Of course, if product prescription information with a lower prescription difference index is not confirmed in the database 112, the quality document processing unit 105 is notified that the quality information has not been supplemented.

In the above-described embodiments, an estimated date and time field is added to the quality estimation log table 1100, and when quality information is estimated for any product prescription information, the estimated date and time is entered into the estimated date and time field of the corresponding product prescription information item. can be recorded in In an embodiment in which the estimated date and time field is included in the quality estimation log table 1100, when it is necessary to search for product prescription information in which actual quality information is registered according to the user's information supplementation request described above, the date and time of the estimated date and time field is Using this information, it is possible to reduce the number of subjects that need to be compared to determine whether the raw materials are identical and to calculate the prescription difference index. That is, among the product prescription information in which the actual quality information is registered, the comparison is limited to only product prescription information that is later than the date and time in the estimated date and time field, i.e., more recent, than the date and time on which the actual quality information was registered. This is because the comparison operation has already been applied to the actual quality information of the registration date and time preceding the estimated date and time, and the result has been used.

If there is an item in the quality estimation log table 1100 for which the value of the estimated date and time field is not recorded, the date and time registered in the table may be used instead of the estimated date and time field for that item.

Meanwhile, a control object that the user can select can also be added to the indicators 1301 and 1302 indicating documents in which the information entry items are completely filled with partially completed quality information and documents in which the information entry items are not completely filled. In the case of a mark 1301 for a quality document with complete contents, if there is a selection for the mark, the quality document processing unit 105 checks whether only supporting documents of the corresponding type are issued in response to the selection, If the user responds, only the corresponding type of document will be provided to the user in document format in the same manner as the issuance of the above-mentioned supporting documents.

When the user selects the mark 1302 indicating that the information is a complete document for only part of the information entry items, the quality document processing unit 105 creates a page in the form of a document in which some estimated values are filled in the information entry items. do. And, for information entry items for which the current estimate value is not recorded, the floating estimate value as mentioned in the description of the previous embodiments is filled. This floating estimate value is included on the page in a shape or form that is visually different from the confirmed estimate value for the information entry item. Additionally, a control object that can be selected by the user is added to these floating estimates.

The user who has confirmed the floating estimate value of the information entry item that is visually differentiated from the contents of the document, if it is determined that there is no problem even if the estimate value is applied to the item, the control object included in the page 1300 is added to the estimate value. is selected, and when this selection is made, the quality document processing unit 105 confirms the floating estimate value displayed as the value of the information entry item as the value of the quality item corresponding to the information entry item. That is, the floating estimate value is transmitted to the DB processing unit 110, so that the quality value is recorded in the estimated quality information table as the value of the corresponding quality element for which the quality value is missing for the corresponding product prescription information, and the previously mentioned unadopted quality element This causes the floating estimate to be deleted from the table.

According to the various embodiments of the present invention described above, manufacturers of external products can obtain substantial quality information for external products with similar mixing ratios without having to secure actual quality information for all types of external products they manufacture. Quality documents with guaranteed reliability can be obtained automatically. The quality information automatically estimated by the present invention is estimated from the actual quality information of many external products of the same type, so the reliability of the information can be said to be considerable.

So far, various embodiments according to the present invention have been described in detail on the premise that product prescription information for external products is registered in the support server 100 by the manufacturer. However, the basic concept and technical idea of the present invention can be applied not limited to manufacturers. Even when a user of an external product that is completely different from the manufacturer's category registers product prescription information, the automatic estimation of quality information as described above can be applied. Embodiments related to this will be described as specific examples.

In these embodiments, the support server 100 supports registering general consumers who are users of external products as subscribers. In this case, the logon processing unit 102 distinguishes whether the user is a manufacturer or an individual when logging in or signing up, and manages the information for the registered individual in a separate personal subscriber table. Subscription to an individual and services provided to the individual described later may be provided by a separate server from the support server 100.

Services for logged-in users of external products, that is, individuals, may be provided by a customized service processing unit provided in the support server 100. When services provided to individuals are provided by a separate server, the customized service processing unit is provided and operates on that server.

The customized service processing unit provides a service selection page including items for each of the various services that the customized service processing unit can process for the connected terminal device that is logged in as an individual. Services presented as optional items on this service selection page may include identifying individual skin characteristics, providing raw material information for external products by function, and testing skin compatibility with the selected raw material combination. Of course, in addition, various services that can be provided in relation to the selection of external products suitable for the user's individual characteristics may be presented, but the description will be limited to only those parts to which the basic concept and technical idea of the present invention is applied.

The customized service processing unit performs a procedure to determine the individual's skin characteristics according to the selection of the connected individual, and then allows the individual to select the desired function or use for the external product. Once a function/use is selected, basic prescription information for external products required for that function/use is presented, and the prescription sample page allows you to adjust the mixing ratio for each raw material or add or delete raw materials. provides. At this time, the prescription sample page is created by adding control objects that allow checking information about the characteristics, functions, efficacy, or precautions of each raw material to each related item.

When the user confirms the prescription sample by determining the combination and mixing ratio of the desired raw materials on the prescription sample page, the customized service processing unit determines whether the confirmed prescription sample is suitable for the skin characteristics of the individual, each raw material It is judged based on known information about the effects of the characteristics of the composition of some raw materials, etc. on the skin.

If it is determined to be suitable, the connected individual is asked whether to confirm the manufacturing possibility of the prescription sample, and when he or she responds by confirming, the currently determined prescription sample information is transmitted to the quality information processing unit 104, and estimated quality information is provided. Request confirmation of acquisition.

If there is a request to confirm whether or not this estimated quality information can be obtained, the quality information processing unit 104 will respond to the prescription sample information as when a user belonging to a subscribed company requests automatic generation of quality information after registering product prescription information. Quality information is estimated in the same way. And, in this quality estimation, when the values of all quality items are completed, the values for quality items above a certain percentage are determined, or the values for specific quality items are determined, the values used for the estimation are determined. The subscriber information designated by the account name that registered the product prescription information is confirmed in the database 112, and the manufacturer information (subscription company name, contact information, etc.) confirmed by the account name is included as a recommended manufacturer, and estimated quality information is provided. A response indicating that acquisition is possible is delivered to the customized service processing unit.

In one embodiment according to the present invention, the name of the product prescription information used for estimation may also be included in the response. The name of the product prescription information may be the name of the external product. An embodiment in which an information input item for entering the name of an external product manufactured according to the product prescription information is separately presented on a page provided to the terminal device by the prescription information processing unit 103 to register the product prescription information. In , the name of the external product may be included in the response.

At the same time as notifying the customized service processing unit that estimated quality information can be obtained, the quality information processing unit 104 obtains the email address of the designated person in charge from the subscriber information registered for the recommended manufacturer, and obtains the email address of the designated person in charge from the individual. Information on the prescription sample for which confirmation of availability of estimated quality information has been requested is sent to the obtained email address along with product prescription information based on the estimate of quality information.

In this way, when email notifications that automatic estimation is possible beyond the certain requirements set for quality information are accumulated for external products with arbitrary functions/purposes, the burden of carrying out actual quality tests or inspections is placed on the manufacturer. Without giving too much weight, it is easier to determine how the personalized mixing ratio preferred by individuals differs from their existing external use products and whether to diversify the external use product with several mixing ratios. It becomes possible.

Meanwhile, when a notification indicating that estimated quality information can be obtained is received from the quality information processing unit 104, the customized service processing unit sends the manufacturer information included in the notification to the connected individual through a pop-up window, etc. You will be informed that the external product with the most similar mixing ratio to the customized prescription sample is being manufactured by a specific manufacturer.

In one embodiment according to the present invention, the difference in mixing ratio between the product prescription information (the name of the ready-made external product to which the product prescription information is applied may also be included) based on the estimation of quality information for the prescription sample composed by the individual is calculated. Information on each raw material can also be provided to the individual who designated the prescription sample. When information like this is provided, individuals can know the difference between the customized mixing ratio tailored to their skin characteristics and which raw materials there are, so during the period until the customized external product that suits them is actually manufactured, they will be provided with guidance. It is possible to decide whether to use a ready-made external product that corresponds to the product prescription information.

The various embodiments of the method and device for providing quality-related documents required for the sale of external products according to the present invention, as described in detail so far, and the configuration and operation described in the embodiments are compatible with each other. Unless there is one, it can be implemented by selectively combining them in various ways.

The above-described embodiments of the present invention have been disclosed for illustrative purposes, and those skilled in the art can improve and modify various other embodiments within the technical spirit and technical scope of the present invention disclosed in the appended claims. , substitution or addition may be possible.

100: Support server 101: Communication department
102: Logon processing unit 103: Prescription information processing unit
104: Quality information processing department 105: Quality document processing department
110: DB processing unit 111: DB engine
112: database

Claims (34)

In a method of providing quality-related information about external products,
A first step of storing a plurality of prescription information in the database by repeating the process of receiving prescription information for external products from a terminal connected through a communication network and registering them in a database;
For each of at least some of the plurality of prescription information contained above, information consisting of quality values for quality-related items determined for external products is received from the terminal device, and quality information for the prescription information is received. Step 2 of registering in the database,
Step 3 of receiving designation of specific prescription information from the connected terminal device,
Step 4 of determining quality information for the specific prescription information based on the difference in mixing ratio of the same raw material with at least one of the pieces of prescription information and quality information registered for the at least one piece of prescription information; ,
Step 5 of registering the determined quality information in the database as estimated quality information for the specific prescription information;
When a document request for the specific prescription information is made from a connected terminal device, the registered estimated quality information is used to fill at least part of the quality-related supporting documents that must be provided for external products manufactured according to the specific prescription information. A method that includes six steps to construct the corresponding quality document and transmit it to a designated destination through a communication network. According to clause 1,
In step 4, prescription information consisting of the same raw material as the specific prescription information is searched and selected from some of the prescription information, a difference in the mixing ratio of the same raw material between the selected prescription information and the specific prescription information, and the selected A method of determining quality information for the specific prescription information based on second quality information registered for the prescription information. According to clause 2,
In step 4, if there is a plurality of prescription information found in some of the prescription information, the prescription information with the smallest difference in the mixing ratio of the same raw material as the specific prescription information is selected from the found prescription information. According to claim 1, 2 or 3,
The method wherein the same raw material is a raw material belonging to the same raw material set among a plurality of raw material sets grouped together including two or more raw materials with differences in composition. According to clause 2,
In step 4, in determining the quality value of at least one quality-related item for the specific prescription information, the same quality-related item in the second quality information is determined based on the deviation of the mixing ratio difference with the selected prescription information. A method of determining a range for the value of and determining the determined range as the quality value. According to clause 2,
In step 4, in determining the quality value of at least one quality-related item for the specific prescription information, third prescription information is further selected from the portion of prescription information, and the selected prescription information and the third prescription are selected. After calculating the amount of change in the value of the at least one quality-related item due to the difference in the mixing ratio of the same raw material between the information, based on the calculated change and the difference in the mixing ratio of the same raw material between the selected prescription information and the third prescription information Thus, the method is to correct the value of the same quality-related item in the second quality information and determine the corrected value as the quality value. According to clause 2,
For at least some of the raw materials that can be applied to the prescription of external products, the intensity of action for the quality-related items is designated and recorded in the database as raw material information,
In the fourth step, the extent to which the quality information for the specific prescription information is determined based on the difference in mixing ratio of the same raw material is determined by the strength of action specified for the same raw material and applied to the determination of quality information. How to do it. According to clause 7,
The method wherein the action intensity is designated as 0 for one or more raw materials among the at least some raw materials. According to clause 2,
In step 4, when determining quality information for the specific prescription information, a difference in mixing ratio for the same raw material that does not exceed a predetermined standard value is not used as a basis for determining quality information. According to clause 1,
The above 4 steps are performed by a deep learning neural network that has learned the difference in quality values in quality-related items according to the difference in mixing ratio of the same raw material between prescription information. In step 4, if the weights applied to the weighted average of each mixing ratio between the two or more prescription information combined from the partial prescription information and the same raw materials of the specific prescription information match, the two or more prescriptions The method further includes determining quality information for the specific prescription information based on a plurality of quality information registered for each piece of information. According to clause 1,
The method provides, when mixing information of two or more external products is received from a connected terminal device, quality information for the mixing information based on the mixing ratio in the mixing information and two or more pieces of quality information registered for external use products. A method further comprising the step of estimating . According to clause 12,
The method wherein the two or more quality information includes quality information on an external product that is a mixture of the two or more external products. According to clause 1,
In step 4, if mixing process information is further included in the designation of the specific prescription information, among the pieces of prescription information, only prescription information with the same mixing process information becomes the target of the at least one prescription information. How to do it. According to clause 14,
The mixing process information includes at least one of the mixing method for the raw materials, the mixing order, and the characteristics of the intermediate product during mixing. According to clause 1,
When second quality information is received from a connected terminal device for second prescription information that does not correspond to at least some of the prescription information among the plurality of prescription information contained, the second prescription information is converted into the partial prescription information. , and the estimated quality information determined in step 4 is determined for the one or more prescription information by re-performing step 4 using one or more prescription information among the registered prescription information as the specific prescription information. A method further comprising the step of re-determining the estimated quality information. According to clause 16,
In the step of re-determining, if there is prescription information provided to a destination in which a quality document for the prescription information is provided in the one or more prescription information, the predetermined estimated quality is determined for the prescription information for which the quality document is provided without re-determining the estimated quality information. The method is to keep the information intact. According to clause 16,
The one or more prescription information to which the re-determination step is applied has a greater difference in mixing ratio for the same raw material with the second prescription information than the prescription information in which the quality information used as the basis for determining the estimated quality information is registered. How to do less. According to clause 1,
A further step of re-determining the estimated quality information for the arbitrary prescription information by re-performing step 4 using any prescription information with partially completed estimated quality information registered in the database as the specific prescription information. This is done including,
The method wherein the arbitrary prescription information is selected by the user while displayed on a page presented on a connected terminal device, with a mark indicating partial completion of the quality information added. According to clause 19,
The re-determination step is based on only quality information in which the date and time registered in the database is later than the date and time on which the estimated quality information for the arbitrary prescription information is determined, from the quality information registered for each of the pieces of prescription information. A method of re-determining the estimated quality information. According to clause 1,
After step 2, when receiving second prescription information for an external product from the terminal device and storing it in the database, performing steps 4 and 5 using the second prescription information as the specific prescription information. A method that includes more. According to clause 1,
After step 2, if second quality information is received from the connected terminal device for second prescription information that does not correspond to at least some of the prescription information among the plurality of prescription information contained, the second prescription If the estimated quality information is registered in connection with the information, the method further includes the step of deleting the estimated quality information. According to clause 1,
In step 4, if the quality value of any one of the estimated quality information determined for the specific prescription information is outside the range determined for the information-related item, the registered estimated quality value for the one quality value How not to include it in the information. According to clause 23,
The one quality value is presented along with the corresponding information-related item to a connected second terminal device, and, according to a selection from the second terminal device, the one quality value is adjusted to the quality of the corresponding information-related item. The method further includes the step of determining a value and including it in the registered estimated quality information. According to clause 1,
The document request is made by the user of the specific prescription information on a page displayed with a list of plural prescription information including the specific prescription information and a mark of complete or partial quality information added to one or more prescription information on the list. How it is by choice. According to clause 25,
In the list of the plurality of prescription information, when a document request is received by selecting the second prescription information to which the mark of partial completion is added, the external product is applied according to the quality information linked to the second prescription information. A method that further includes the step of constructing a page indicating the type of document that is completely included in the quality-related documentary evidence that must be provided and transmitting it to the user's terminal device. According to clause 25,
On the page, for each of the one or more prescription information, source information of the quality information is added,
A method wherein the source information includes information indicating that it was provided by the user and information indicating that it was determined by the above 4 steps. According to clause 1,
The method wherein the specific prescription information is selected by the user from a list of prescription information without quality information provided to the terminal device through the communication network. According to clause 1,
The method wherein the specific prescription information is composed of information on raw materials combined with designation of a mixing ratio by the user's selection from a plurality of raw material information provided to the terminal device through the communication network. According to clause 29,
In step 4, when the quality information for the specific prescription information is determined, the quality information used as the basis for the decision is sent to the designated destination confirmed from the account name that registered the linked prescription information, at least the specific prescription information. A method that further includes the step of transmitting information notifying. According to clause 29,
In step 4, when quality information for the specific prescription information is determined, providing the terminal device with manufacturer information confirmed from the account name that registered the prescription information in which the quality information used as the basis for the decision was linked. A method further comprising: According to clause 31,
The method of providing to the terminal device also includes information on external products manufactured according to the linked prescription information. According to clause 31,
In the step of providing to the terminal device, information on the difference in mixing ratio of the same raw material between the specific prescription information and the linked prescription information is also provided. In a device that provides document information related to external products to a client device connected through a communication network,
A database in which prescription information for a plurality of external products requested for registration from each of the client devices connected through the communication network and quality information linked to at least part of the prescription information are registered;
When specific prescription information is designated from a terminal device connected through the communication network, among the at least some prescription information in which quality information is linked and registered, the difference in mixing ratio of the same raw material with one or more prescription information, and one or more of the prescription information, Based on the quality information registered for the prescription information, quality information for the specific prescription information is determined, registered in the database as estimated quality information for the specific prescription information, and further, information from the connected terminal device is determined. When a document request is made for the specific prescription information, a quality document corresponding to at least part of the quality-related supporting documents that must be provided for external products manufactured according to the specific prescription information is submitted using the registered estimated quality information. It is configured to include a processing unit configured to transmit to a designated destination through the communication network,
The quality information is comprised of quality values for quality-related items determined for external products.