KR102565960B1 - Box electronic documentation system capable of creating, storing, transmitting, and deriving statistics using an input user interface, and providing method thereof - Google Patents

Abstract

The present invention relates to a box electronic documentation system capable of performing document creation, storage, transmission, and derivation of statistics using an input user interface, and a method for providing the same. More specifically, the system includes a plurality of writer mobile terminals (100), a network (200), a box electronic documentation server (300), a plurality of target mobile terminals (400), and a big data server (600).

Description

Box electronic documentation system capable of creating, storing, transmitting, and deriving statistics using an input user interface, and providing method its}

The present invention relates to a box electronic documenting system capable of creating, storing, transmitting, and deriving statistics using an input user interface, and a method for providing the same, and more specifically, to a user indexing an input user interface to an existing document and Depending on the document format, text input, number input, date input, selection, radio button, signature, approval sequence (process UI for registering approvers and entering each signature), script (UI dynamically expressed according to the situation) Since the box electronic document is a document that can be created and stored through the input user interface, it can be used according to the user's intention just by listing the document itself. The present invention relates to a box electronic documenting system capable of creating, storing, transmitting, and deriving statistics using an input user interface to have application functions, and a method for providing the same.

General documents are composed of text or images, so in order for users to download meaningful data or use them as information processing data, it is necessary to parse the document such as parsing or crawling to extract the target information, and to use it as information processing data. There are difficulties such as having to perform separate work to extract data.

As a prior art related to this, Republic of Korea Patent Application Application No. 10-2000-0046921 (2000.08.14) "Text parsing method over on-line" is effective among tags included in HTML documents. Step of extracting only the tags, converting the valid tags into integers, separating the tag information and document content converted into integers and storing them in a memory, a series of integer-type tag patterns pre-registered in the specification and the memory Comparing tag information stored in and, if there is a matching pattern, reading and outputting the corresponding document contents from the memory, it is possible to improve the parsing speed and minimize the parsing load. It is disclosed that there is an effect of extracting accurate document contents even if the site changes.

In addition, Republic of Korea Patent Application Application No. 10-2012-0112151 (October 10, 2012) "User terminal device supporting high-speed web scrolling of web documents and scrolling method (APPARATUS AND METHODS OF SUPPORTING FAST WEB SCROLLING)" is a web description language A web document providing device that stores a web document composed of and provides the web document to the user terminal device according to access of the user terminal device, and accesses the web document providing device to provide the web document. After receiving and converting the provided web document into DOM Tree data having a tree-like structure by parsing, it has the same structure as the converted DOM Tree data and outputs it to a display means. Nodes other than the display output node corresponding to the data to be generated generate render tree data composed of void nodes, and provide the render tree data to the web application process It is disclosed that a user terminal device, including a user terminal device including a processor, can quickly scroll a web document and provide a data structure and processing method for quickly scrolling a web document.

In addition, Republic of Korea Patent Application Application No. 10-2012-0001199 (2012.01.04) "Scalable application service method using SADL integrated document" refers to all or Some components are replaced with SADL components that are adaptively changed according to the characteristic information condition, but presentation order information is added to this SADL component and/or one or more resources included in this SADL component to create a SADL integrated document. Further, the parsing device discloses that, when parsing and presenting a SADL integrated document, the resources are ordered and presented based on presentation order information.

In addition, Republic of Korea Patent Application Application No. 10-2009-0065913 (2009.07.20) "METHOD AND SYSTEM FOR VALIDATING XML DOCUMENT" parses at least one XML document to be verified and expressing the XML data of the document as at least one data object model, parsing at least one rule document and generating a rule object model, extracting at least some data objects from the data object model, Extracting at least some rule objects from the rule object model and performing verification on the extracted at least some data objects and at least some rule objects in a corresponding context.

However, the conventional technologies index the user interface input by the user in the existing document and attribute the text input, number input, date input, selection item, radio button, signature, approval sequence (register the approver and each signature) according to the document format. It is not possible to write various types of user interfaces such as process UI) and script (UI expressed dynamically depending on the situation), but also through documents that can be created and saved through the input user interface, There was a limitation of not having the function of an application that can be used according to the user's intention just by listing the document.

Republic of Korea Patent Application Application No. 10-2000-0046921 (2000.08.14) "Text parsing method over on-line" Republic of Korea Patent Application Application No. 10-2012-0112151 (October 10, 2012) "User terminal device and method for supporting high-speed web scrolling of web documents (APPARATUS AND METHODS OF SUPPORTING FAST WEB SCROLLING)" Republic of Korea Patent Application Application No. 10-2012-0001199 (2012.01.04) "Scalable application service method using SADL integrated document" Republic of Korea Patent Application Application No. 10-2009-0065913 (2009.07.20) "METHOD AND SYSTEM FOR VALIDATING XML DOCUMENT"

The present invention is intended to solve the above problems, and indexes a user interface input by a user in an existing document and attributes text input, number input, date input, selection items, radio buttons, signatures, payment sequences ( Document creation, storage, transmission, and statistics using an input user interface to enable writing of various types of user interfaces such as process UI that registers approvers and writes each signature), script (UI that is dynamically expressed depending on the situation), etc. It is to provide a box electronic document system that can be derived, and a method of providing the same.

In addition, since the present invention is a document that can be created and stored through an input user interface, it is an input user interface to provide the function of an application that can be used according to the user's intention just by listing the document itself. It is to provide a box electronic document system capable of document creation, storage, transmission, and statistical derivation using, and a method of providing the same.

However, the objects of the present invention are not limited to the above-mentioned objects, and other objects not mentioned will be clearly understood by those skilled in the art from the description below.

In order to achieve the above object, a box electronic documenting system capable of creating, storing, transmitting, and deriving statistics using an input user interface according to an embodiment of the present invention includes a plurality of writer mobile terminals 100, a network 200, A box electronic documentation system (1) capable of creating, storing, transmitting, and deriving statistics using an input user interface including a box electronic document server (300), a plurality of target mobile terminals (400), and a big data server (600) In the box electronic documentation server 300,
In response to a box electronic documentation input request from one of the author mobile terminals 100 that have joined as members through the network 200, a box electronic document input capable of creating, storing, transmitting, and deriving statistics for the author mobile terminal 100 is input. Controls the transceiver 310 to transmit a box electronic document-based input user interface (hereinafter referred to as an input UI) to the author's mobile terminal 100 through the network 200,
In the form of an electronic document using “box electronic documentation-based input UI”, 'indexing information' (indexing serial number or user input Perform classification with one indexing identification information) and store the box electronic document serial number of each electronic document format stored in the database 330 as metadata,
Since indexing information, which is an indexed key value, is given to each item of the digital document provided by the creator mobile terminal 100, creating a box electronic document provided to the target mobile terminal 400 operated by at least one target person and After storage, it can be repeatedly reused according to transmission through the document providing module 324 for a plurality of target mobile terminals 400 or creator mobile terminals 100 to be used as box electronic documents,
In the box electronic documentation-based input UI provided through its own box electronic documentation-based input UI, text input, number input, and date are input according to the selection input of the author mobile terminal 100 for generating text indexing information through box icon form selection Among input, selection, radio button, signature, approval sequence (process of registering approver and writing each signature), script (dynamically expressed information depending on the situation), which is information composed of a single or set of commands entered as text a data collection module 322 that generates items corresponding to at least one or more items and stores them in the database 330 as box electronic documents; and
The transceiver 310 is configured to receive a response to distribution and transmission according to transmission to the same or another author mobile terminal 100 and the target mobile terminal 400 for the box electronic document created in the author mobile terminal 100. A big data management module 323 that collects big data in a controlled manner and uses the results of the big data, which are the collected big data collection results, as statistical data;
document providing module 324; and an interlocking module 325;
The box electronic documenting method provided by the data collection module 322 allows the planner to provide a document in a format that the writer wants to provide (as intended without limitation in format) to the target mobile terminal 400 operated by at least one target. After creating and storing the provided box electronic document, it can be repeatedly reused according to transmission for a plurality of target mobile terminals 400 or writer mobile terminals 100, including a notepad, diary, and money record book as box electronic documents Since it is possible to create and store documents in the author's mobile terminal 100, and extracts the entered contents and uses them to perform aggregation (including counting or survey results),
The generated box electronic document performs the function of a document editing application by providing functions of creating, editing, saving, and surveying electronic documents between a plurality of user terminals,
The document providing module 324,
For the analysis result of each parameter (including question and answer information) constituting the indexing information according to the same indexing information extraction of the box electronic document provided to the same belonging according to the big data management module 323, each same item received indexing For the analysis information (the indexing analysis information consists of each parameter analysis information), if the response is positive through a query to the author mobile terminal 100 whether to publish through the author ID, the indexing analysis information is sent to the network (with the author ID) 200) by controlling the transceiver 310 to transmit to the big data server 600, the indexing analysis information as author ID information corresponding to the author ID of the author mobile terminal 100 on the big data server 600. control to post;
Big data server ( 600), as the indexing search is performed based on the indexing name, the transceiver 310 transmits an indexing analysis information sales query for one creator mobile terminal 100 that has provided the indexing analysis information based on the searched indexing name. ) to control the analysis information sales query is answered, as the purchase payment is performed by online payment according to the purchase request by the other creator mobile terminal 100 who has read the provided posted information, After extracting the selling price ratio information according to the number of parameters included in the indexing analysis information and the response rate of the parameters from the data base 330, and then providing the indexing analysis information according to the extracted selling price ratio information, one creator mobile terminal ( 100) to perform a financial settlement that provides a preset percentage of points or purchase payments,
The interlocking module 325,
'First event occurrence' for a gesture of swiping from bottom to top on the touch screen of the author's mobile terminal 100 as a preset event on the author's mobile terminal 100, or interworking module 325 on the author's mobile terminal 100 'Second', which corresponds to a situation in which responses to contacts including 1:1 chatting, speech (voice call), and face (video call) to the target ID on the target profile UI screen do not occur in a preset time according to the relay of Provide a related person interworking process according to the occurrence of the first to nth events (n is a natural number of 2 or more) including 'event occurrence',
In order to process one of the first to nth events, blur processing is performed on the target profile on the target profile UI screen on the creator's mobile terminal 100, and at the same time or after that, the target profile At the bottom of the UI screen, the third terminal identification of the associated mobile terminal 200 corresponding to at least one or more third unit group information stored in the database 330 paired with the second terminal identification number of the blurred second unit group information is displayed. Performs information provision control for the transceiver 310 to output a related person profile including number (contact number) and related person ID information to a related person profile UI (User Interface) screen represented by the creator mobile terminal 100,
Within the group using the messenger, it is easy to connect with the target person, who is a pre-associated user, in case the person cannot be contacted, as well as make it easy to make an urgent response with the person concerned,
1:1 chatting for the related person ID as well as the third terminal identification number (contact number) and related person ID information of the related person mobile terminal 200 corresponding to each third unit group information called on the related person profile UI (User Interface) screen Controls the transceiver 310 to configure a menu for selectable contact methods such as speech (voice call) and face (video call) and transmit the menu to the mobile terminal 200 of the person concerned through the network 200,
The 1st chat window, which is the 'target individual chat window' of the target group messenger chat window, or the 2nd chat window, which is the 'target group chat room', and the 3rd chat window, which is the 'related person private chat window' or 'related person group' of the related party group message chat window In the fourth chatting window, which is a 'chat room', the desired message (including searched and indexed messages) selected from each author's mobile terminal 100 is dragged or bookmarked to make it a floating menu in the form of an icon at the top of the chatting screen. Controls the transceiver 310 to provide the menu to each author's mobile terminal 100 through the network 200,
The floating menu is in the form of a menu in which the user, the creator's mobile terminal 100, freely edits the display position on the screen. (500) Similarly, the target mobile terminal 400 and related person mobile terminal 500 generate at least one of personal messenger chat UI screen information and group messenger chat UI screen information to provide a floating menu to the user and perform the selection. ) controls the transceiver 310 to transmit through the network 200, respectively,
In the chat room of the individual or group messenger chat window with the relevant person's mobile terminal 500, select the menu by dragging (or long-pressing) the notepad containing the messages (including searched and indexed messages) desired by the manager selected in each author's mobile terminal 100 ) to pop up a floating menu by generating other individual or group messenger chatting UI screen information to the mobile terminal 100 linked to the mobile terminal 500 of the relevant person who made the selection or to the mobile terminal 100 registered as an acquaintance. Controls the transceiver 310 to transmit through the network 200,
In the chat room of the individual or group messenger chat window with the target mobile terminal 400, select the menu by dragging (or long-pressing) the notepad containing the messages (including searched and indexed messages) desired by the administrator selected from each creator mobile terminal 100 ) to display a floating menu by generating other personal or group messenger chatting UI screen information to display information on the related person's mobile terminal 500 linked with the subject's mobile terminal 100 that made the selection or the subject's mobile terminal 100 that made the selection. Controls the transmitting/receiving unit 310 to transmit data through the network 200 to each related mobile terminal 500 of the target mobile terminal 100 registered as an acquaintance,
Regarding important messages that could not be provided in the form of 1:1 chat for the target mobile terminal 400 without a response using the floating menu, the related mobile terminal 400 or other target mobile terminal 400 registered as an acquaintance or other related mobile terminal It may be characterized in that the linkage module 325 provides an effect that can be transmitted without chatting again through touch gestures on the administrator's mobile terminal 100 for a preset number of times to the terminal 500 .

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A box electronic documenting system capable of creating, storing, transmitting, and deriving statistics using an input user interface according to an embodiment of the present invention, and a method for providing the same, index the user input user interface in an existing document and attribute properties to the document format text input, number input, date input, optional items, radio buttons, signatures, approval sequences (process UI for registering approvers and entering each signature), scripts (UI that is dynamically expressed depending on the situation), etc. The user interface of can be made writable.

In addition, a box electronic document system capable of creating, storing, transmitting, and deriving statistics using an input user interface according to another embodiment of the present invention, and a method of providing the same, are documents that can be prepared and stored through an input user interface. There is an effect of providing the function of an application that can be used according to the user's intention just by listing the corresponding document by itself.

1 is a diagram showing a box electronic documentation system 1 capable of creating, storing, transmitting, and deriving statistics using an input user interface according to an embodiment of the present invention.
2 is a diagram showing the configuration of a box electronic documentation server 300 in the box electronic documentation system 1 capable of creating, storing, transmitting, and deriving statistics using an input user interface according to an embodiment of the present invention.
3 to 7 are diagrams illustrating a user interface provided by the box electronic document documentation system 1 capable of creating, storing, transmitting, and deriving statistics using an input user interface according to an embodiment of the present invention.
8 is a flowchart illustrating a method for providing box electronic documentation capable of preparing, storing, transmitting, and deriving statistics using an input user interface according to an embodiment of the present invention.

Hereinafter, a detailed description of preferred embodiments of the present invention will be described with reference to the accompanying drawings. In the following description of the present invention, if it is determined that a detailed description of a related known function or configuration may unnecessarily obscure the subject matter of the present invention, the detailed description will be omitted.

In the present specification, when one component 'transmits' data or signals to another component, the component may directly transmit the data or signal to the other component, and through at least one other component. It means that data or signals can be transmitted to other components.

1 is a diagram showing a box electronic documentation system 1 capable of creating, storing, transmitting, and deriving statistics using an input user interface according to an embodiment of the present invention. Referring to FIG. 1, a box electronic documenting system 1 capable of creating, storing, transmitting, and deriving statistics using an input user interface includes a plurality of writer mobile terminals 100, a network 200, and a box electronic documenting server 300. ), a plurality of subject mobile terminals 400, a plurality of related persons mobile terminals 500, and a big data server 600.

The network 200 is a communication network that is a high-speed backbone network of a large-scale communication network capable of providing large-capacity, long-distance voice and data services, and may be a next-generation wired and wireless network for providing Internet or high-speed multimedia services. When the network 200 is a mobile communication network, it may be a synchronous mobile communication network or an asynchronous mobile communication network. As an example of an asynchronous mobile communication network, a wideband code division multiple access (WCDMA) communication network may be used. In this case, although not shown in the drawings, the mobile communication network 700 may include a Radio Network Controller (RNC). Meanwhile, although the WCDMA network is taken as an example, it may be a next-generation communication network such as a 3G LTE network, a 4G network, or another 5G network, or an IP network based on other IPs. The network 200 includes a plurality of author mobile terminals 100, a box electronic document server 300, a plurality of target mobile terminals 400, a plurality of related mobile terminals 500, a big data server 600, and other systems. It plays a role in mutually transmitting signals and data between each other.

2 is a diagram showing the configuration of a box electronic documentation server 300 in the box electronic documentation system 1 capable of creating, storing, transmitting, and deriving statistics using an input user interface according to an embodiment of the present invention. 3 to 7 are diagrams illustrating a user interface provided by the box electronic document documentation system 1 capable of creating, storing, transmitting, and deriving statistics using an input user interface according to an embodiment of the present invention. First, referring to FIG. 2, the box electronic documentation server 300 includes a transmission/reception unit 310, a control unit 320, and a database 330, and the control unit 320 includes a membership registration module 321 and a data collection module. 322, a big data management module 323, a document providing module 324, and an interworking module 325 may be included.

The membership registration module 321 controls the transceiver 310 to receive the manager ID and password and belonging information from each creator mobile terminal 100 through the network 200, and then the manager of the creator mobile terminal 100. ID as metadata, password, terminal identification number (IMEI) (first terminal identification number) of the author's mobile terminal 100 provided from the author's mobile terminal 100, and membership information as one "first unit group information" database (330).

The membership registration module 321 transmits/receives the transmission/reception unit 310 to receive the subject ID and password, the terminal identification number (IMEI) of the subject mobile terminal 400, and affiliation information from each subject mobile terminal 400 through the network 200. ) After controlling, the administrator ID of the author mobile terminal 100 is a password as metadata, the terminal identification number (IMEI) (second terminal identification number) of the target mobile terminal 400 provided from the target mobile terminal 400, Affiliation information may be stored in the database 330 as one piece of “second unit group information”.

Thereafter, the member registration module 321 performs a personal information query on the terminal identification number of each target mobile terminal 400, and the terminal identification number ( After controlling the transmission/reception unit 310 to acquire information on the third terminal identification number), the second terminal identification number of each subject mobile terminal 400 and pairing information in the unit group information are associated mobile terminals ( The third terminal identification number of 500) may be stored in the database 330.

Here, the membership registration module 321 transmits a personal information consent request through the network 200 for personal information consent to the related person mobile terminal 500 corresponding to the third terminal identification number and only when the consent message is received. The second terminal identification number of each target person's mobile terminal 400 and the second terminal identification number of the related person's mobile terminal 500 as pairing information and the related person ID as one "third unit group information" database 330 It can be stored in, and the third unit group information can be stored as one or more for the subject ID.

The data collection module 322 creates, stores, transmits, and derives statistics for a document for the author mobile terminal 100 in response to a box electronic document input request from one of the author mobile terminals 100 subscribed as members through the network 200. It is possible to control the transceiver 310 to transmit a box electronic document-based input user interface (hereinafter referred to as input UI) for box electronic document input to the author's mobile terminal 100 through the network 200. there is.

Accordingly, the data collection module 322 is a form of a general digital document provided on the big data server 600 by the author mobile terminal 100, an image form in which the author mobile terminal 100 itself scans paper, etc. Regardless of the document format including, the provided digital document is converted into an electronic document format input from the box electronic document based input UI created in the writer mobile terminal 100, and the writer mobile terminal on the database 330. Among the first unit group information of (100), the creator ID may be stored together with the 'box electronic document serial number' as metadata.

More specifically, the data collection module 322 converts to the above-described electronic document format and performs electronic documenting when stored in the database 330 .

In general, electronic documents are created, distributed, and used on a computer, but box electronic documenting technology does not apply to any document produced in a traditional way, whether it is produced on a computer or digitally imaged by scanning a print on a regular paper. By converting it into an electronic document form using the box electronic documentation-based input UI”, 'indexing information' (indexing serial number or The data collection module 322 classifies and converts the indexing identification information input by the user) and stores the box electronic document serial number of each electronic document format stored in the database 330 together as metadata, so that the information It can be used as processing analysis data.

Since the document to which the box electronic documenting technology by the data collection module 322 is applied is given indexing information, which is a key value indexed for each item of the digital document provided by the mobile terminal 100, A producer or user of a digital document can electronically document the exchange of questions and answers between the target mobile terminal 400, which is a respondent who receives and writes the document, using box electronic documenting technology, and data can be structured in a form that can be processed. It can be used for statistics, information processing, analysis, etc. by the big data management module 323 described later.

The box electronic document method provided by the data collection module 322 allows a planner to prepare and save a box electronic document provided to the subject mobile terminal 400 operated by at least one subject as intended without limitation in format. , A plurality of target mobile terminals 400 or written writer mobile terminals 100 can be repeatedly reused according to transmission through the document providing module 324 described later, so that box electronic documents can be used as notepads, diaries, money records, and even statistics It can be extended in a functional form to any document that can be converted. These box electronic documents are not limited to their functions as simple editable documents, but are distinguished from those that function only for document creation, such as general notepads or text editors such as Hangul, by replacing the role of databases and information processing applications that record and manage information. can

More specifically, the data collection module 322 provides the indexing information provided by the author mobile terminal 100 for the digital document provided or selected by the author mobile terminal 100 through the box electronic documenting-based input UI provided on the author mobile terminal 100. Various forms such as text input, number input, date input, selection items, radio buttons, signatures, approval sequences (process of registering approvers and entering each signature), scripts (dynamically expressed information according to the situation) according to the attributes of A box electronic document including items of may be generated and stored on the database 330 .

The box electronic document stored in the database 330 by the data collection module 322 is a document that can be created and stored through the input UI, so it can be used according to the intention of the creator just by listing the corresponding document. It can be said that it has the function of an application that can be used.

General documents are composed of text or images, so in order for users to download meaningful data or use them as information processing data, it is necessary to parse the document, such as parsing or crawling, to extract the target information, and Regarding difficulties such as having to perform a separate operation for extracting data, the present invention simply selects the box icon form as shown in FIG. 3b in the box electronic documentation-based input UI provided as shown in FIG. 3a through its own box electronic documentation-based input UI. Selective input for generating text indexing information can be performed through, and as shown in FIGS. 3C and 3D, text input, number input, date input, selection items, radio buttons, signatures, and payment sequences (register the payer) are selected according to the selection input. After generating various types of items such as a process of doing and writing each signature), scripts (dynamically expressing information depending on the situation), and then storing them in the database 330 by the data collection module 322 as box electronic documents. .

Meanwhile, FIG. 3 is a mobile version of the box electronic documentation-based input UI provided by the data collection module 322 to the creator mobile terminal 100, and FIGS. 4 to 7 may be the PC version of the box electronic documentation-based input UI. there is. In this case, the writer's mobile terminal 100 may be provided as a writer's wired terminal. Selective input for generating text indexing information can be performed by selecting a box icon on the box electronic documentation-based input UI screen of the PC version as shown in FIG. Text input, number input, date input, selection item, radio button, signature, approval sequence (process of registering an approver and writing each signature), After generating various types of items such as scripts (dynamically expressing information depending on the situation), they are stored in the database 330 by the data collection module 322 as box electronic documents.

Meanwhile, FIG. 6 shows an example of the overall configuration of the box electronic documentation-based input UI screen of the PC version, and FIG. 7 is a diagram specifically showing an example of performing selection input for generating text indexing information through selection in the form of a box icon. am.

The big data management module 323 distributes and responds to transmission according to transmission to the same or different author mobile terminal 100 and the target mobile terminal 400 for the box electronic document created in the author mobile terminal 100. Big data is collected by controlling the transceiver 310 to receive, and the results of the collected big data can be used as AI training resources such as statistical data, big data analysis data, machine learning, and deep learning, which are described above. It can be applied when one item is responsive indexing information for the target person's mobile terminal 400 .

More specifically, the big data management module 323 extracts affiliation information from the first unit group information in which the box electronic document serial numbers of the plurality of box electronic documents are stored as metadata, and then performs the same indexing of the box electronic documents provided to the same affiliation. Extract information and analyze the collected data distributed and stored in the DCS DB (100-1) by the distributed file program according to the indexing of the same affiliation, and analyze each parameter (eg, question and answer information) constituting the indexing information can do.

More specifically, the big data management module 323 may analyze collected data through a machine learning algorithm, and the machine learning algorithm used in the big data management module 323 classifies a decision tree (DT). It may be one of an algorithm, a random forest classification algorithm, and a support vector machine (SVM) classification algorithm.

The big data management module 323 analyzes the collected data distributed and stored in the DCS DB by a distributed file program, extracts a plurality of feature information (provision of parameters that deviate from the average value by more than a threshold value, etc.) as a result of the analysis, and the extracted features It is possible to extract the subject ID of the subject mobile terminal 400 for which the information provided an abnormal state, and analyze the extracted subject ID as an abnormal condition.

In another embodiment of the present invention, the big data management module 323 learns the above-described extracted feature information using at least one or more of a plurality of machine learning algorithms, and provides an abnormal state as a result of learning the target mobile terminal ( 400) may be extracted, and the extracted subject ID may be analyzed as an abnormal state.

That is, the big data management module 323 may apply an ensemble structure composed of a plurality of mutually complementary machine learning algorithms to improve the accuracy of the abnormal state determination result.

The decision tree classification algorithm is a method of learning a tree structure and deriving a result, and it is easy to interpret and understand the result, has a fast data processing speed, and may be able to derive a rule based on a search tree. RF can be applied as a method to improve the low classification accuracy of DT. The random forest classification algorithm is a method of butchering the result of learning a number of DTs as an ensemble. It is more difficult to understand the result than DT, but the result accuracy may be higher than that of DT. SVM can be applied as a method to improve overfitting that can occur through DT or RF learning. The SVM classification algorithm is a method of classifying data belonging to different classifications on a plane basis, and generally has high accuracy and structurally may have low sensitivity to overfitting.

In addition, the big data management module 323 may perform deep learning using refined data after machine learning. Here, the deep learning method determines the cycle time, which is the time required for one entire process in repetitive work for each pattern data formed by analyzing abnormal conditions by the big data management module 323, and the maximum time of each pattern generation time. It can be performed through conversion and application of a deep learning algorithm program for each parameter in a manner that minimizes the reduction of the intact time.

The document providing module 324 analyzes each parameter constituting the indexing information (eg, question and answer information) according to the same indexing information extraction of the box electronic document provided to the same organization according to the big data management module 323 described above. Regarding the result, a positive response is made through a query to the author mobile terminal 100 whether to post through the author ID for each same item received indexing analysis information (here, the indexing analysis information is composed of each parameter analysis information). In this case, the creator of the mobile terminal 100 on the big data server 600 by controlling the transceiver 310 to transmit the indexing analysis information together with the creator ID to the big data server 600 through the network 200. Author ID information corresponding to the ID can be controlled to be posted as indexing analysis information.

The document providing module 324 is an author mobile terminal 100 having the same or similar affiliation information as another author mobile terminal 100 registered as an acquaintance for one author mobile terminal 100 posted as indexing analysis information. When indexing search is performed based on the indexing name based on the big data server 600 by ), indexing analysis information sales query for one author mobile terminal 100 that provided indexing analysis information based on the searched indexing name It is possible to control the transceiver 310 to transmit.

Accordingly, when the analysis information sales query is answered, the document providing module 324 checks the provided posted information, and if the purchase payment is performed as an online payment according to the purchase request by the other creator mobile terminal 100, the purchase is made. After extracting sales price ratio information according to the number of parameters included in the indexing analysis information of the posted information and the response rate of the parameters from the data base 330, indexing analysis information was provided according to the extracted sales price ratio information. It is possible to perform a financial payment providing points or a preset ratio of purchase payment for the mobile terminal 100 of the creator.

The interlocking module 325 is an event set in advance on the author's mobile terminal 100, 'generating a first event' for a gesture of swiping from bottom to top on the touch screen of the author's mobile terminal 100, or the author's mobile terminal 100 A situation in which responses to contacts including 1:1 chatting, speech (voice call), and face message (video call) for the target ID on the target profile UI screen according to the relay of the interlocking module 325 do not occur for a preset time Depending on occurrences of first through nth events (where n is a natural number greater than or equal to 2), including 'occurrence of a second event' corresponding to ', a related party interworking process may be provided.

That is, the linkage module 325 performs blur processing on the target profile on the target profile UI screen on the target profile UI screen on the author's mobile terminal 100 to process one of the first to nth events. At the same time or thereafter, a related person mobile terminal corresponding to at least one third unit group information stored in the database 330 paired with the second terminal identification number of the blurred second unit group information at the bottom of the target profile UI screen. Information on the transmitter/receiver 310 that outputs the related person profile including the third terminal identification number (contact number) and related person ID information of (200) to the related person profile UI (User Interface) screen represented by the mobile terminal 100 of the creator. Provision control can be performed.

The interlocking module 325 facilitates connection with a target person, a previously associated user, in case the person cannot be contacted within a group using a messenger, as well as making it easy to make an urgent response with the person concerned. there is.

On the other hand, the interworking module 325 includes not only the third terminal identification number (contact number) and related person ID information of the related person mobile terminal 200 corresponding to each third unit group information called on the related person profile UI (User Interface) screen, A menu for selectable contact methods such as 1:1 chat, speech (voice call), and face (video call) for the related person ID is configured and transmitted to the related person's mobile terminal (200) through the network (200). The unit 310 can be controlled.

The interlocking module 325 includes a first chatting window, which is a 'target individual chatting window' of a target group messenger chatting window, or a second chatting window, which is a 'target group chatting room', and a third, 'related person personal chatting window' of a related party group message chatting window. In the chat window or the fourth chat window, which is a 'relevant person group chat room', desired messages (including searched and indexed messages) selected from each author's mobile terminal 100 are displayed in the form of an icon at the top of the chat screen by functions such as dragging or bookmarking. The transmitter/receiver 310 may be controlled to provide the floating menu to each author's mobile terminal 100 through the network 200 so as to turn the floating menu into a floating menu.

Here, the floating menu is another embodiment of the present invention in the form of a menu in which the user, the creator's mobile terminal 100, can freely edit the display position on the screen. The target mobile terminal 400 and the related mobile terminal 500 also generate at least one of personal messenger chat UI screen information and group messenger chat UI screen information to provide a floating menu to the user and perform the selection. The transmitting/receiving unit 310 may be controlled to transmit the data through the network 200 to the terminal 400 and the related mobile terminal 500 respectively.

Looking at a more specific example of use, the linkage module 325 is a message (including searched and indexed messages) desired by an administrator selected from each creator mobile terminal 100 in a chat room of an individual or group messenger chat window with the related person mobile terminal 500. ) Dragging a notepad containing (or pressing and holding to select a menu) to display a floating menu by creating other individual or group messenger chatting UI screen information and interlocking with the relevant person's mobile terminal 500 (500) 100) or the target person's mobile terminal 100 registered as an acquaintance can control the transceiver 310 to transmit through the network 200.

In addition, the interworking module 325 creates a notepad containing messages (including searched and indexed messages) desired by an administrator selected from each creator mobile terminal 100 in a chat room of a personal or group messenger chat window with the target mobile terminal 400. By dragging (or pressing and holding to select a menu), another individual or group messenger chatting UI screen information is created to bring up a floating menu, and the related person mobile terminal 500 linked with the subject mobile terminal 100 that performed the selection or selection is performed The transmitting/receiving unit 310 may be controlled to transmit the data to each related mobile terminal 500 of the target mobile terminal 100 registered as an acquaintance of one target mobile terminal 100 through the network 200 .

For an important message that could not be provided in the form of 1: 1 chat for the target mobile terminal 400 without a response using such a floating menu, the related mobile terminal 400 or another target mobile terminal 400 registered as an acquaintance or other The linkage module 325 may provide an effect that can be transmitted to the related person's mobile terminal 500 through several touch gestures on the manager's mobile terminal 100 without having to chat again.

Delivery by such a floating function can be provided by the interworking module 325 through frame selection for each time of voice call and video call and delivery through the same floating function described above.

8 is a flowchart illustrating a method for providing box electronic documentation capable of preparing, storing, transmitting, and deriving statistics using an input user interface according to an embodiment of the present invention. Referring to FIG. 8, the method of providing box electronic documentation capable of creating, storing, transmitting, and deriving statistics using an input user interface includes a membership registration process (S11), data collection process (S12), big data management process (S13), It includes the process of providing documents (S14) and the process of interlocking provision (S15), including the above-described membership subscription module 321, data collection module 322, big data management module 323, document provision module 324, and interlocking module. Since it is performed by each process by 325, redundant description thereof will be omitted.

The present invention can also be implemented as computer readable codes on a computer readable recording medium. A computer-readable recording medium includes all types of recording devices in which data that can be read by a computer system is stored.

Examples of computer-readable recording media include ROM, RAM, CD-ROM, magnetic tape, floppy disk, optical data storage device, etc. Also includes

In addition, the computer-readable recording medium is distributed in computer systems connected through a network, so that computer-readable codes can be stored and executed in a distributed manner. In addition, functional programs, codes, and code segments for implementing the present invention can be easily inferred by programmers in the technical field to which the present invention belongs.

As described above, preferred embodiments of the present invention have been disclosed in the present specification and drawings, and although specific terms have been used, they are only used in a general sense to easily explain the technical content of the present invention and help understanding of the present invention. However, it is not intended to limit the scope of the present invention. It is obvious to those skilled in the art that other modified examples based on the technical spirit of the present invention can be implemented in addition to the embodiments disclosed herein.

1: Box electronic documentation system capable of creating, storing, transmitting, and deriving statistics using an input user interface
100: writer mobile terminal 200: network
300: box electronic documentation server 310: transmission and reception unit
320: control unit 330: database
321: membership registration module 322: data collection module
323: big data management module 324: document provision module
325: interworking module 400: target mobile terminal
500: related mobile terminal 600: big data server

Claims (5)

Creating and storing documents using an input user interface including a plurality of writer mobile terminals 100, a network 200, a box electronic document server 300, a plurality of target mobile terminals 400, and a big data server 600 In the box electronic documentation system 1 capable of transmitting and deriving statistics, the box electronic documentation server 300,
In response to a box electronic documentation input request from one of the author mobile terminals 100 that have joined as members through the network 200, a box electronic document input capable of creating, storing, transmitting, and deriving statistics for the author mobile terminal 100 is input. Controls the transceiver 310 to transmit a box electronic document-based input user interface (hereinafter referred to as an input UI) to the author's mobile terminal 100 through the network 200,
In the form of an electronic document using “box electronic documentation-based input UI”, 'indexing information' (indexing serial number or user input Perform classification with one indexing identification information) and store the box electronic document serial number of each electronic document format stored in the database 330 as metadata,
Since indexing information, which is an indexed key value, is given to each item of the digital document provided by the creator mobile terminal 100, creating a box electronic document provided to the target mobile terminal 400 operated by at least one target person and After storage, it can be repeatedly reused according to transmission through the document providing module 324 for a plurality of target mobile terminals 400 or creator mobile terminals 100 to be used as box electronic documents,
In the box electronic documentation-based input UI provided through its own box electronic documentation-based input UI, text input, number input, and date are input according to the selection input of the author mobile terminal 100 for generating text indexing information through box icon form selection Among input, selection, radio button, signature, approval sequence (process of registering approver and writing each signature), script (dynamically expressed information depending on the situation), which is information composed of a single or set of commands entered as text a data collection module 322 that generates items corresponding to at least one or more items and stores them in the database 330 as box electronic documents; and
The transceiver 310 is configured to receive a response to distribution and transmission according to transmission to the same or another author mobile terminal 100 and the target mobile terminal 400 for the box electronic document created in the author mobile terminal 100. A big data management module 323 that collects big data in a controlled manner and uses the results of the big data, which are the collected big data collection results, as statistical data;
document providing module 324; and an interlocking module 325;
The box electronic documenting method provided by the data collection module 322 allows the planner to provide a document in a format that the writer wants to provide (as intended without limitation in format) to the target mobile terminal 400 operated by at least one target. After creating and storing the provided box electronic document, it can be repeatedly reused according to transmission for a plurality of target mobile terminals 400 or writer mobile terminals 100, including a notepad, diary, and money record book as box electronic documents Since it is possible to create and store documents in the author's mobile terminal 100, and extracts the entered contents and uses them to perform aggregation (including counting or survey results),
The generated box electronic document performs the function of a document editing application by providing functions of creating, editing, saving, and surveying electronic documents between a plurality of user terminals,
The document providing module 324,
For the analysis result of each parameter (including question and answer information) constituting the indexing information according to the same indexing information extraction of the box electronic document provided to the same belonging according to the big data management module 323, each same item received indexing For the analysis information (the indexing analysis information consists of each parameter analysis information), if the response is positive through a query to the author mobile terminal 100 whether to publish through the author ID, the indexing analysis information is sent to the network (with the author ID) 200) by controlling the transceiver 310 to transmit to the big data server 600, the indexing analysis information as author ID information corresponding to the author ID of the author mobile terminal 100 on the big data server 600. control to post;
Big data server ( 600), as the indexing search is performed based on the indexing name, the transceiver 310 transmits an indexing analysis information sales query for one creator mobile terminal 100 that has provided the indexing analysis information based on the searched indexing name. ) to control the analysis information sales query is answered, as the purchase payment is performed by online payment according to the purchase request by the other creator mobile terminal 100 who has read the provided posted information, After extracting the selling price ratio information according to the number of parameters included in the indexing analysis information and the response rate of the parameters from the data base 330, and then providing the indexing analysis information according to the extracted selling price ratio information, one creator mobile terminal ( 100) to perform a financial settlement that provides a preset percentage of points or purchase payments,
The interlocking module 325,
'First event occurrence' for a gesture of swiping from bottom to top on the touch screen of the author's mobile terminal 100 as a preset event on the author's mobile terminal 100, or interworking module 325 on the author's mobile terminal 100 'Second', which corresponds to a situation in which responses to contacts including 1:1 chatting, speech (voice call), and face (video call) to the target ID on the target profile UI screen do not occur in a preset time according to the relay of Provide a related person interworking process according to the occurrence of the first to nth events (n is a natural number of 2 or more) including 'event occurrence',
In order to process one of the first to nth events, blur processing is performed on the target profile on the target profile UI screen on the creator's mobile terminal 100, and at the same time or after that, the target profile At the bottom of the UI screen, the third terminal identification of the associated mobile terminal 200 corresponding to at least one or more third unit group information stored in the database 330 paired with the second terminal identification number of the blurred second unit group information is displayed. Performs information provision control for the transceiver 310 to output a related person profile including number (contact number) and related person ID information to a related person profile UI (User Interface) screen represented by the creator mobile terminal 100,
Within the group using the messenger, it is easy to connect with the target person, who is a pre-associated user, in case the person cannot be contacted, as well as make it easy to make an urgent response with the person concerned,
1:1 chatting for the related person ID as well as the third terminal identification number (contact number) and related person ID information of the related person mobile terminal 200 corresponding to each third unit group information called on the related person profile UI (User Interface) screen Controls the transceiver 310 to configure a menu for selectable contact methods such as speech (voice call) and face (video call) and transmit the menu to the mobile terminal 200 of the person concerned through the network 200,
The 1st chat window, which is the 'target individual chat window' of the target group messenger chat window, or the 2nd chat window, which is the 'target group chat room', and the 3rd chat window, which is the 'related person private chat window' or 'related person group' of the related party group message chat window In the fourth chatting window, which is a 'chat room', the desired message (including searched and indexed messages) selected from each author's mobile terminal 100 is dragged or bookmarked to make it a floating menu in the form of an icon at the top of the chatting screen. Controls the transceiver 310 to provide the menu to each author's mobile terminal 100 through the network 200,
The floating menu is in the form of a menu in which the user, the creator's mobile terminal 100, freely edits the display position on the screen. (500) Similarly, the target mobile terminal 400 and related person mobile terminal 500 generate at least one of personal messenger chat UI screen information and group messenger chat UI screen information to provide a floating menu to the user and perform the selection. ) controls the transceiver 310 to transmit through the network 200, respectively,
In the chat room of the individual or group messenger chat window with the relevant person's mobile terminal 500, select the menu by dragging (or long-pressing) the notepad containing the messages (including searched and indexed messages) desired by the manager selected in each author's mobile terminal 100 ) to pop up a floating menu by generating other individual or group messenger chatting UI screen information to the mobile terminal 100 linked to the mobile terminal 500 of the relevant person who made the selection or to the mobile terminal 100 registered as an acquaintance. Controls the transceiver 310 to transmit through the network 200,
In the chat room of the individual or group messenger chat window with the target mobile terminal 400, select the menu by dragging (or long-pressing) the notepad containing the messages (including searched and indexed messages) desired by the administrator selected from each creator mobile terminal 100 ) to display a floating menu by generating other individual or group messenger chatting UI screen information to display information on the related person mobile terminal 500 linked with the subject mobile terminal 100 that performed the selection or the subject mobile terminal 100 that performed the selection. Controls the transmission/reception unit 310 to transmit data through the network 200 to each related mobile terminal 500 of the target mobile terminal 100 registered as an acquaintance,
Regarding important messages that could not be provided in the form of 1: 1 chat for the target mobile terminal 400 without a response using the floating menu, the related mobile terminal 400 or another target mobile terminal 400 registered as an acquaintance or another related mobile terminal Creating a document using an input user interface, characterized in that the interworking module 325 provides an effect that can be transmitted without chatting again through touch gestures on the manager mobile terminal 100 for a preset number of times to the terminal 500, A box electronic documentation system capable of storing, transmitting and deriving statistics.
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