KR20200018872A - Method and apparatus for recommending tour course based on conditional information - Google Patents

Abstract

Provided is a technology which induces a user to use practical recommendation information and provides a user with convenience for planning a travel course by recommending a personalized comprehensive travel course including lodging, restaurants, activities, and directions not only simple information for places. According to one embodiment of the present invention, a method for recommending a travel course based on condition information, in a method for recommending a travel course based on condition information run with a computing apparatus including one or more processors and one or more memories storing commands available in the processors, includes: a user information analysis step of analyzing condition information to select at least one destination point included in a travel course based on at least one of user related information previously stored in a user account and user input information which a user inputted for a current travel through a user terminal; a travel course generation step of selecting at least one destination point by using a plurality of pieces of condition information derived from the user information analysis step, and deriving travel course information connecting each destination point; and a travel information output step of outputting travel interface including the travel course generated by the travel course generation step and travel information related to the travel course to the user terminal.

Description

METHOOD AND APPARATUS FOR RECOMMENDING TOUR COURSE BASED ON CONDITIONAL INFORMATION}

The present invention relates to a technology for automatically recommending a travel course using information of a user, and more specifically, by using information input by a user for travel and various information previously collected about the user as condition information. It automatically generates and recommends a travel course and provides additional services related to the travel course to provide a travel course that is precisely tailored to the user's preferences and travel styles. will be.

Recently, the field of providing customized services has become very diverse. The provision of such customized services is mainly targeted advertising services. That is, by selecting an advertisement for a specific content, a product and a service based on the user's search history or preference information and exposing the advertisement to the corresponding user, the user purchases the product and the service.

This advertising function is evolving into a technology for recommending specific products and services. However, in this recommendation technology, services limited to products and services are being made, and the necessity of diversity in the field of using the service is pointed out.

Meanwhile, among the O2O (Online to Offline) services, the utilization rate of the mediation platform for travel products such as travel or activities is greatly increased due to the variety of information and convenience of use. Online, users get information about travel products and use them to make reservations for specific properties or activities.

However, it is true that the above-described user-customized service for such a travel product is very limited. In other words, it is true that the travel products are provided by reflecting the user's preferences only for each of the travel products, or the products customized to the user's preferences are recommended only for the advertisement-type products, and the probability of the purchase and use of the users is substantially low.

This problem is also revealed in the prior art, such as Korea Patent Registration No. 10-1765782. In the above-described conventional technology, a technique of collecting interest information including any one of a user's location and interest and recommending a hot place matching the interest information is described.

However, since such information recommends only fragmented destinations based on the user's current location or preferences, there is a problem that a user must consider and consider a course about his / her own trip based on the information about the place. If they want to go on a trip, getting a recommendation on the overall course of the trip is a great help in planning their trip. However, the conventional technology alone allows the user to obtain information about a place, so that when As for how to make an efficient travel course through visiting, it is pointed out that the user has no choice but to plan the travel course, so that there is a limit in actually helping the user or inducing a visit to the place.

In addition, because it indiscriminately recommends a place to visit, it is highly likely to recommend a place that is completely unrelated to the trip you are planning.It is very unlikely that the user will actually use the information. It is pointed out a problem that can cause fatigue.

Accordingly, the present invention, in the user's travel planning using a variety of history information that can grasp the user's preferences in the online service and the information input for the trip, the trip exactly matched to the user's currently planned trip As recommendation information, in particular, it recommends not only simple place information but also overall travel courses such as accommodations, restaurants, activities, and travel routes to suit the user's preferences, thereby inducing the user to use the actual recommendation information and planning the travel course to the user. One purpose is to provide convenience in.

In addition, the present invention provides the travel course as a service platform by allowing users to use travel course information recommended or created by other users to suit their tastes and travel plans. Another purpose is to plan and use the course easily.

In order to achieve the above object, the condition information-based travel course recommendation method according to an embodiment of the present invention is implemented as a computing device including at least one processor and at least one memory for storing instructions executable by the processor A travel course recommendation method based on condition information, comprising: at least one included in a travel course based on at least one of user-related information previously stored in a user account and user input information input for a current trip through a user terminal; Analyzing user information for selecting condition points; A travel course generation step of selecting at least one of the purpose points and deriving travel course information connecting the respective goal points by using the plurality of condition information derived by the user information analysis step; And a travel information output step of outputting a travel interface including the travel course generated by the travel course generation step and the travel information related to the travel course to the user terminal.

The user-related information is collected from the outside and analyzed by user's consumption propensity information on the user's on / offline consumption history for a predetermined period of time, user's personal information, user's personal information, and the user through a social network service. At least one of other user's user-related information, post information including text or image information included in a post uploaded by the user as information that can be collected from outside, and user's existing travel course information previously stored in the user account. It is preferable.

The user input information may include at least one of image photographing data input by a user in real time, the number of travels for the current trip, the travel period, the age of travelers, the budget for the travel course, and the travel course information of another user selected by the user. It is desirable to.

The step of generating the tour course, the travel course information using the travel time information that is the time required to move between each destination point and the use time information for the destination point set in each destination point when deriving the travel course information It is desirable to derive the information.

The step of generating a tour course, when using the use time information for each destination point, the user's preference and complexity information included in the user-related information and the user input information, the complexity of each destination point collected from time to time It is preferable to derive the travel course information by using the information and the use time information corresponding to the degree of complexity of each time point of each destination point.

In the step of generating the course, when the user's input destination point is included in the user input information, it is preferable to select at least one destination point using the condition information based on the previously input destination point. .

In the generating of the course, the at least one destination point may be selected based on the possibility of moving according to the transportation means selected by the user as the information included in the condition information.

In the step of generating the course, the destination point is selected based on the user's preference among the condition information, and the weighted value according to the user's preference is applied to the time required at each destination point and the travel time between the destination points. For example, it is also possible to select each destination point and the movement path by using which of the time consumption in the destination point and the time spent in the movement path are preferred.

The step of generating the travel course, the travel course using the travel cost information that is the cost required for the movement between each destination point and the use cost information for the purpose point set in each destination point when deriving the travel course information It is desirable to derive the information.

The step of generating a tour course, when the travel course information of the other user selected by the user among the condition information derived by the user information analysis step, based on the travel course information of the other user, the travel period and the travel budget It is also possible to derive the travel course information of the user by correcting the travel course information of the other user as a reference.

The tour course generation step may include: a first generation step of generating primary travel course information based on the condition information; And deleting, modifying, or adding a destination point included in the first travel course using any one of the travel period and the travel budget information included in the user input information to generate a second travel course to travel the user. It is also possible to include; secondary generation step to derive the course information.

The outputting of the travel information may include outputting a plurality of travel course information, and include information included in each travel course information, such as travel time between the destination points, usage time predicted to be spent on the use of each destination point, and each destination point. It is preferable to output the time-traffic complexity information and the condition information used in the generation of each travel course information.

The outputting of the travel information may include outputting a plurality of travel course information, and outputting a plurality of travel course information at different priorities according to the user's preference condition information for each condition information included in the user related information. Do.

An apparatus for recommending a course based on condition information according to an embodiment of the present invention. A condition information-based travel course recommendation device comprising at least one processor and a computing device including at least one memory for storing instructions executable by the processor, the device comprising: user-related information previously stored in a user account and a user through a user terminal; A user information analyzer configured to analyze condition information for selecting at least one destination point included in a travel course based on at least one of user input information input for a current trip; A travel course generation unit for selecting at least one of the purpose points and deriving travel course information by connecting the respective goal points by using the plurality of condition information derived by the user information analyzer; And a travel information output unit configured to output a travel interface including a travel course generated by the travel course generation unit and travel information related to the travel course to the user terminal.

A travel course market management unit that registers the travel course information generated in the open market online to allow other users to purchase when receiving a sales request input from the user for the travel course information derived by the travel course generation unit; It is preferable to further include.

When the user purchases travel course information of another user, the travel course market manager may control to include the travel course information purchased by the user in the condition information as the preferred travel course information in the user related information. .

The travel course market manager may edit the travel course information purchased by the user through the travel interface when the user purchases travel course information of another user.

The tour course market management unit may provide a reward to a user who purchased the tour course information and a user who sells the tour course information when the actual use of the destination point included in the tour course information purchased by the user is confirmed. It is also possible.

The travel course market manager, when the user purchases travel course information of another user, together with the travel course information of another user purchased by the user, the travel course information of another user purchased by the user using the condition information It is also possible to control to output the automatically corrected travel course information to the user's user terminal.

When the user purchases travel course information of another user, the travel course market management unit includes, in the user input information, a destination point included in the travel course information of another user purchased by the user and a moving path between the respective destination points. It is also possible to automatically add, modify or delete based on travel period, budget or transportation.

According to the present invention, by using the information input by the user for the current travel information and the user's pre-stored related information together, it is recommended to the user to comprehensively recommend a travel course combining the travel route with the visited place. In particular, it considers a variety of information of the user comprehensively, and in particular, in consideration of the information input by the user for the current trip to set the destination points, it is recommended to the course of the connection.

In this way, users can conveniently be automatically recommended various travel courses for their current planned trips, so that they can actually recommend current travel plans by comprehensively recommending destination points and travel routes that users are likely to use. You can be provided with information suitable for your trip.

In particular, not only a recommendation for a visit place but also a combined travel route can be provided, so that a user can receive a tour course that reflects his or her own preferences without having to plan a tour course. At the same time, there is an effect that can maximize the advertising effect of the operator of the destination points included in the travel course.

On the other hand, it is possible to purchase and use travel courses of other users, so that users can be effectively provided with information to help them plan the travel course, thereby significantly increasing the utilization rate of the service and increasing service revenue. It can be effective.

1 is a flowchart of a method for recommending a travel course based on condition information according to an embodiment of the present invention.
2 is a schematic block diagram of an apparatus for recommending a travel course based on condition information according to an exemplary embodiment of the present invention.
3 is an example in which condition information is derived according to an embodiment of the present invention.
4 is an example of an interface for inputting user input information in accordance with an implementation of one embodiment of the present invention.
5 is an example of a function for extracting user preference information from an image in accordance with an implementation of one embodiment of the present invention.
6 is an example of a function in which a travel course is generated in accordance with an implementation of one embodiment of the present invention.
7 to 10 are examples of screens output to a user terminal according to an embodiment of the present invention.
11 is a block diagram illustrating an internal configuration of a computing device according to an embodiment of the present invention.

Hereinafter, a travel course recommendation method and apparatus based on condition information according to an embodiment of the present invention will be described with reference to the accompanying drawings.

The following embodiments are detailed description to help understand the present invention, and it should be understood that the present invention is not intended to limit the scope of the present invention. Therefore, equivalent inventions that perform the same functions as the present invention will also fall within the scope of the present invention.

In addition, in adding reference numerals to the components of each drawing, it should be noted that the same reference numerals are used as much as possible even if displayed on different drawings. In addition, in describing the present invention, if it is determined that the detailed description of the related well-known configuration or function may obscure the gist of the present invention, the detailed description thereof will be omitted.

In addition, in describing the component of this invention, terms, such as 1st, 2nd, A, B, (a), (b), can be used. These terms are only for distinguishing the components from other components, and the nature, order or order of the components are not limited by the terms. If a component is listed as being “connected”, “coupled” or “connected” to another component, that component may be directly connected or connected to that other component, but there may be another configuration between each component. It is to be understood that an element may be "connected", "coupled" or "connected".

In the embodiment of the present invention, "communication", "communication network" and "network" may be used as the same meaning. The three terms refer to wired and wireless local and wide area data transmission and reception networks capable of transmitting and receiving files between a user terminal, a terminal of other users, and a download server.

In the following description, the term “device” or “server” refers to a server computer to which users access to use the method and method of recommending a course based on the condition information implemented according to an embodiment of the present invention. . If the capacity is small or the number of users is small, a plurality of programs can be operated on one server. In addition, when the capacity is very large or the number of real-time connection number is large, there may be more than one server for operation depending on the function.

In addition, the server may be connected to the server that performs the middleware or payment processing for the database, the description thereof will be omitted in the present invention.

1 is a flowchart of a travel course recommendation method based on condition information according to an embodiment of the present invention.

In the present invention, the condition information-based travel course recommendation method according to an embodiment of the present invention may be performed by a computing device including one or more processors including the above-described server computer and one or more memories storing instructions executable by the processor. It will be described as being performed by each configuration of the travel course recommendation device based on the condition information according to the embodiment of the present invention, which will be described later.

First, in the present invention, at least one destination point included in the travel course is selected based on at least one of user-related information previously stored in a user account and user input information input for a current trip through the user terminal. The user information analyzing step S10 of analyzing the condition information is performed.

In the present invention, the user account is a surface through an interface output through the output means of the user terminals by executing a program or an application in order to perform the function of the travel course recommendation method based on the condition information according to an embodiment of the present invention. In order to use the service provided to enable the input of information through the output and input means of the user means an account of each user created by subscribing to the service, or an external network set to be connected to the account of each user of the service The account of users in other services linked to the account of each user of the corresponding service, such as the user's SNS or portal account.

That is, the user-related information previously stored in the user account is linked to the user-specific account managed for use of the above-mentioned SNS or the service provided according to the performance of the present invention. It means the information about the stored user.

For example, in the present invention, the user-related information described above is used to grasp the user's preference and the like for recommending the user's travel course. In view of the object of the present invention, the user-related information includes, for example, the consumption propensity information of the user analyzed through consumption history information on the user's on / offline for a predetermined period of time collected and stored from the outside, and the user's consumption information. Personal information, user-related information of other users who have been set up as friends via you and social networking services, post information including text or image information contained in posts you have uploaded as externally collectable information, and previously stored in your account At least one of user's existing travel course information may be included. Meanwhile, information representing various preferences of the user, which can be derived therefrom, may be included in the user related information.

The information representing the preference that can be derived from the above information includes all the information that can be included in the information about the user's preference that can be analyzed based on the above information. In particular, it may be desirable to include information on preferences that can be used when selecting a travel course for performing the functions of the present invention. For example, information analyzed from the user's information, such as information about the user's preferred transportation, food style, song style, activity style, lodging style, preferences for the traffic in the destination For example, the degree of preference for whether the trip likes activities or nature tourism may be included as information indicating preference.

On the other hand, the consumption propensity information of the user analyzed through the consumption payment history information of the above-described information, such as cash receipts and card payment history or payment history information contained in the membership card according to the use of the store, such as any goods or Through the consumption payment history information that can determine how much was spent on the service, it means the result of determining whether the user has a consumption propensity. The consumption propensity information of the user may be analyzed in various ways, such as frequency analysis according to the number of payments and amount analysis according to the payment amount.

The user's personal information is information included in the user's account and the like, and is used to determine the user's gender, age, region of residence, hometown, and preferences of various users who have entered the user's account while managing the account or selecting a course. Means information that can be. For example, information about favorite foods or destinations, destinations you want to go, and actions you want to go on may be entered and stored by the user according to the type of service. Reference may be made in the selection.

User-related information of another user set as a friend through the user and the social network service (SNS) is the above-mentioned user of other users set up in a social relationship such as a friend in the service provided so that the user can use the functions of the SNS or the present invention. Means relevant information.

The post information including text or image information included in the post uploaded by the user as information that can be collected from the outside is external, that is, the user's account in various external services such as SNS or a specific website where the user is active. It refers to information or image information that can be referred to when selecting a travel course as text information included in a post uploaded by a user.

For example, the text information is keyword information, and may include information including a specific travel course, transportation means, an activity type, or the like, or information indicating affirmation or negation for a specific keyword. Image information is information that can be analyzed in order to derive preferred trouble information, which will be described later, or to analyze a preferred travel style. The image information corresponds to various objects that can be referred to in travel such as natural scenery, food, activities, objects, transportation, etc. Photo information and the like may be included in the image information. An example of this is shown in FIG. 5.

Referring to FIG. 5, when the user inputs the image information 140, the user may prefer the complexity information through the object recognition algorithm. For example, when a plurality of people are recognized in the image information 140, the user may determine that people like many places, and the condition information of the complicated image 202 may be derived.

Returning to the description of FIG. 1 again, the existing travel course information of the user previously stored in the user account is information stored in the user's account managed in the service provided to use the functions of the present invention. Includes travel course information stored as actually used. As will be described later, since the travel course information is represented by information including a travel route, each destination point and a travel time, and a use time of the destination point, the above-described information may also be included in the existing travel course information.

Meanwhile, the user input information refers to information input for the current trip as described above. For example, where you want to travel now, destination points already booked for your trip, transportation and routes, number of people traveling, and personal information about each person (including age and gender information for each person), dates of travel, The budget amount of the travel course may be information related to the current travel and travel course information of another user input by purchasing or referring to an open market which will be described later. All of the corresponding information may be input or may be selectively input.

The user input information may also be configured to include data entered by the user during the trip. For example, image capture data input by a user in real time by searching for an image such as a desired destination during a trip or for a current trip may be included in the user input information. In this case, the information may be included in the above-described user condition information. The information can be analyzed and used in a similar way. An example of such information is shown in FIG. 4.

Referring to FIG. 4, the user input information 300 includes, for example, a travel budget that a user can input along with information such as a travel date, a travel number, a travel area, a pre-booked transportation method, a lodging facility, an activity, and the like. Information about other travel courses referenced by the user in real time may be included in the user input information. As illustrated in FIG. 4, whether to input user input information may be determined according to a user's selection.

Returning to the description of FIG. 1 again, the object point in the present invention means all the places where a user can stay and use a particular service in a travel course generated and recommended as described below. For example, whether you are staying for a certain period of time, such as a property, restaurant, activity venue, name of a particular area, famous tourist attraction or place, or place of transportation, you can rest at the place or provide services for a while. Means all available places.

In addition, the movement route means all routes used by the user to move between the object points by connecting the object points, and each route may be determined according to transportation means.

In the present invention, the activity refers to a service that can be used by a user at a specific place, such as leisure sports. For example, all services that can be understood as the concept of an activity service as the above-described services such as leisure sports and amusement parks. It can be understood as a concept to include.

Therefore, the travel course in the present invention means a course for moving the desired destination point to the movement path suitable for the user by setting the movement path and the destination point connecting the destination point. This allows users to efficiently plan their trips by reviewing travel routes and destination points included in the recommended trips without having to figure out which places to visit or what activities to enjoy when planning their trips. It will be.

Condition information is analyzed based on the above information. In the present invention, the condition information means all the information for selecting the destination point and setting the movement path based on one of the above-described user related information and user input information. For example, when the user is planned to use public transportation or it is analyzed that the user prefers public transportation, the condition information is the information and preference information of the previously planned user, and is set as a condition that takes public transportation first. Can be information. This conditional information is taken as an example of transportation, but in addition to user input information such as travel number, personal information, travel date and budget, the user's favorite place of stay, the restaurant he / she used or preferred by the user close to the user, All information for selecting a destination point or a moving path, such as a troublesome degree, may be utilized as condition information. An example of this is shown in FIG. 3.

Referring to FIG. 3, an example in which the condition information 200 is derived based on the user related information 100 may be confirmed. For example, based on the consumption tendency of the user, such as the card payment history 110, it may be analyzed that the user prefers food and water play, and such information may be derived as condition information of food. Similarly, other condition information based on the related information of another user set as a friend through the SNS activity information 120 or the above-described posts, etc. are recommended through a service which the user uses through performing the function of the present invention. Other condition information may be derived through the travel course information 130 that has been received or used.

Returning to the description of FIG. 1 again, when such condition information is analyzed in step S10, at least one destination point is selected using a plurality of condition information derived in step S10, and the destination points are connected. By setting the movement route, a travel course generation step (S20) in which at least one travel course information is derived is performed.

As described above, the object point is selected using a plurality of condition information. Since the object point uses a plurality of condition information, in the various embodiments of the present invention, when the object point is selected using the condition information, Therefore, different weights may be added and used to select the destination point.

At this time, the matching value to which the weight is applied for each destination point may be calculated. For example, the user's preference information may be weighted higher than the preference information of other users who are familiar with the user, and may be used to select the destination point with the priority point the user has previously reserved. In addition, among the condition information, a weight for an item evaluated to reflect a relatively high preference of a user may be set relatively high.

For example, condition information derived based on attribute information of a user's point of entry or input that has been used by the user may include posts created while the user uses the SNS service and other users registered as friends in the SNS service. It may be determined that the preference of the user is directly reflected rather than the condition information derived through the related information of the. In this case, it is possible to calculate a matching value by setting a higher weight for the condition information, which is relatively input by the user or derived based on the attribute information of the target point that the user has ever used.

That is, Tp = A1 * C1 + A2 * C2 + ~~ + An * Cn (Tp is a total matching value of one destination point, A1 ~ n is a weight, and C1 ~ n is a matching value set for each condition information). Can be. In this case, the matching value set for each condition information means a matching value set for the corresponding destination point for each condition information. For example, if the condition information is a Western restaurant, the lowest matching number is shown for Korean restaurants, the middle matching value for fast food restaurants, the highest matching value for Italian restaurants, and the highest matching value for light restaurants or steakhouses. Can be set. That is, the matching value for each purpose point can be stored in the database in advance and managed. For example, the lowest point is 0, the lower point is 1 point, the middle point is 2 points, the upper point is 3 points, and the highest point is 4 points. Can be managed collectively.

In the first embodiment of the present invention, the number of condition information, that is, the number of types may be managed in a small number. However, when cumulative data is accumulated, the type of condition information may be managed in various ways. In this case, machine learning and big data analysis The technique may be applied to calculate a total matching value for each destination point according to various condition information.

In particular, the information on the schedule of the trip among the condition information may be considered as important information to be input by the user through the user input information. That is, even in step S20, the destination point and the connected movement route may be selected to fit the schedule in deriving the travel course information.

In this case, the concept of deriving the travel course information to fit the schedule means that the time required through the travel course is configured to fit the schedule. That is, in one embodiment of step S20 of the present invention, when deriving the travel course information, the use time as the travel time information that is the time required for the movement between each destination point and the use time information for the destination point set in each destination point Information can be used to derive travel course information.

In the present invention, the movement time information, which is the time required for the movement between the target points, means the time required for the movement through the above-described movement path. In addition, the use time information set in the destination point refers to the use time of the service provided by the corresponding destination point and the time required to stay in the destination point.

In this case, each movement time information and usage time information may be information set as an average movement and use time using accumulated movement time for the corresponding movement path and accumulated usage time information for the corresponding destination point. Alternatively, each travel time information and use time information may be divided with a predetermined error step by step, and may be set to different times according to the characteristics of the user.

For example, the usage time at the temple purpose point may be information about the time spent in the temple, and on average, the time of stay of the people who visited the temple is utilized as the time of use, or the time of stay is For example, it is set step by step according to the accumulated usage time of 45 minutes, 1 hour, 1 hour 15 minutes, etc., and whether the user likes to stay relaxed or like to visit only important places quickly. If the condition information for the can be utilized, the usage time for the temple can be determined by selecting any one of the usage times set in each stage by using the corresponding condition information. This may similarly be applied as an example of derivation of the use time information for the destination point of stay for a restaurant certificate specific purpose.

Meanwhile, in the case of the lodging establishment, the use time may be set as check-in and check-out time of the lodging establishment reserved by the user. Of course, since the lodging establishment generally travels after the check-in users leave the lodging establishment, the use time of the lodging establishment may be configured without limitation. When information on the average bedtime and starting time of the user, information on whether the user necessarily uses breakfast, etc. are used as condition information, the usage time of the accommodation establishment may be set by reflecting this. In addition, the lodging establishment may be managed by being divided into a plurality of destination points such as, for example, a swimming pool, a restaurant, and an entertainment establishment of the lodging establishment, according to various activities and services provided by the lodging establishment.

In the case of an activity, information on an average waiting time and an average time using the activity may be used as the use time information by using information on a time zone or a seasonal busyness. For example, in the case of water leisure sports, the waiting time will be different in summer and autumn. For example, in summer, the waiting time entered by the business or by users using the business, A value including the spare time (including a travel time, etc.) to the sum of the average use time may be set as the use time information for the water leisure sports.

In addition, the travel time information may be set to, for example, the average waiting time and the average travel time when using the public transportation when the user uses the public transportation, and when the user uses the own transportation, It can be set as information on the average travel time that is identified. Of course, the travel time information may be set in association with the present service using an external navigation system and a public transportation navigation system.

First of all, step S20 is generally performed by first selecting a destination point and then setting a movement path between each destination point. However, it is common for each purpose point to have a large increase in complexity at a specific time.

To this end, according to an embodiment of the present invention, when generating the travel course information using the use time information of each destination point in the step S20, the user's preferred complexity information included in the user related information and the user input information is used. Using the conditional information, the travel course information is selected by selecting the destination point using the time-traffic complexity information of each purpose point collected from the outside and the use time information according to the time-traffic degree degree of the purpose point, and linking the corresponding purpose point. Can be derived.

For example, if a user likes a crowded place and the destination point is a swimming pool, the purpose is to derive a time zone with a lot of people outside, that is, reviews by other users, and to use the swimming pool at that time. The point of use and time of use of the points will be reflected in the travel course.

Meanwhile, in planning a trip, users may already make a reservation and plan a trip regardless of the recommendation for the trip. In this case, the already reserved destination point may be included in the user input information as described above. In the case of performing the step S20 in this case, when the user is determined to use or set to be used to include a previously input destination point, at least one destination using the condition information around the previously entered destination point You can select points.

This can typically be a lodging facility or activity. In general, when planning a trip, users may select a travel itinerary and a region, and at the same time, include a lodging facility or a famous activity or scenic spot in the region. In this case, the lodging facilities and activities are set as the above-described previously entered destination points, and the destination points are selected based on the condition information.

In this case, if the use time is determined in the case of an activity or a scenic spot, the destination point selection algorithm may be performed in a manner of determining the use time for the corresponding destination point in advance and selecting other destination points.

On the other hand, as described above, the means of transportation can also make reservations for users to plan the trip in advance. Especially in the case of overseas travel, transportation will be a top priority. In this case, the step S20 may select the destination point based on the possibility of movement according to the transportation means selected by the user in selecting the destination point.

For example, when a user uses only public transportation, the user may not select a destination point for which the user cannot move. If public transportation is used but there is a possibility of using a rental car, the use point of the public transportation and the place of receiving and returning the car can be preferentially set as the destination point. In the case of self, it can be set so that there is no big limitation in selecting the purpose point.

On the other hand, the user's preference may also include information on whether the user likes the drive, for example, or prefers to stay at each destination point and use the service rather than the drive. In this case, the step S20 may set the destination point and the movement path in consideration of the user's preference.

That is, among the condition information, the purpose point is selected based on the user's preference, but the time required at the destination point is applied by applying a weight according to the user's preference to the time required at each destination point and the movement time between the destination points. And it is possible to select each destination point and the movement path by using which of the time requirements in the movement path is preferred.

For example, if a user prefers a drive, the user may set a travel path that is externally evaluated as a drive course among the travel points between the destination points, and exclude the specific destination points in consideration of the travel time through the travel paths, or the user If the user prefers to use the point, the user may move by using a moving path faster than the driving course, and modify or add a target point in consideration of the moving time of the corresponding moving path.

In addition to the time, the estimated budget cost information about the trip may be included as user input information, or the user's consumption propensity information may be used among user related information. That is, in performing the step S20, when deriving the travel course information, the travel is carried out using the travel cost information, which is a cost required for the movement between each destination point, and the use cost information, which is information on the use cost of the destination point set in each destination point Course information can be derived.

Meanwhile, among the above-mentioned examples, among the condition information derived by performing step S10 on the user input information or the user related information, the user may purchase travel course information of another user selected through the open market described below or selected regardless of the condition. Can be used to generate travel course information. That is, when there is a case in which the user inputs to use the travel course information of another user, in step S20, the information is considered first and used for deriving the travel course information.

However, the travel course information of another user may have some errors in the schedule, time, etc. of the current travel plan of the user. In this case, when the step S20 is performed, the travel course information of another user may be automatically corrected based on the travel period and the travel budget to be derived as the travel course information of the user.

For example, if the travel course information of another user is three nights and four days, but the current user's travel period is two nights and three days, by using the condition information, the at least one or more destination points are deleted in the order of the lowest matching balance. By modifying the travel course that suits the work or by using the condition information, the destination points are deleted in order of high cost to derive the travel course information customized to the corresponding use cost.

Such a travel course correction algorithm may be used not only to correct travel course information of another user but also to derive the travel course information of the user by applying the examples described above.

That is, in performing the function of step S20, first, a first generation step of generating first travel code information based on the condition information is first performed, and the user inputs from the travel period and travel budget information included in the user input information. The second generation step of generating a second travel course by deducting, modifying, or adding a destination point included in the first travel course information by using any one may be performed as the user's travel course information.

For example, if the form restaurant restaurant is set as the destination point using only the condition information in the first generation step, and the user has a low preference for the condition that the restaurant is western, and the budget is exceeded, the form restaurant provides the form. It can be modified to such a point.

Such an embodiment of step S20 may be implemented independently of each other as in the above-described examples, but it will be obvious that the above-described embodiments may be performed in combination / combination with each other according to the weighting of the condition information described above.

An example of performing the function of the step S20 is shown in FIG. Referring to FIG. 6, each destination point 400 and a movement path 410 are set. In particular, referring to FIG. 6, when a reserved destination point 401 exists, the destination point 400 moves with the center. It can be confirmed that the path 410 is set. As shown in FIG. 6, it may be understood that each of the purpose points 40 may be managed by including information on the use time of the purpose point together with detailed information on the corresponding point.

Returning to the description of FIG. 1 again, when the function of the step S20 is completed, the travel interface including the travel course generated by the travel course generation step S20 and the travel information related to the travel course is output to the user terminal. The travel information output step S30 is performed.

The travel interface refers to an interface output through an output means of a user terminal through execution of a program or application executed to access a service according to the above-described function of the present invention, or an access action to a connected web site. do.

Of course, the travel interface may include an input interface for checking in detail the travel course outputted as recommended by the user by deriving in step S20, and editing the destination point and the movement route. An example of this is shown in FIG. 7.

Referring to the screen 310 of FIG. 7, it may be confirmed that the travel course may be output as a diagram and may be imaged and output as the travel course on the map through the map view menu. You can also print out the total budget and estimated costs.

Returning to the description of FIG. 1, in order to perform a practical function of step S30, instead of outputting single travel course information in step S30, a plurality of travel course information may be output. At this time, the information included in each of the travel course information, the travel time between the target points, the use time predicted to be used for each purpose point, the time complexity of each destination point and the time used to generate each travel course information By outputting the condition information together, it is possible to intuitively recognize which travel course the user has been recommended for, and to conveniently recognize whether the travel is to be performed according to the corresponding travel course.

For example, it outputs the travel course information selected based on the user's preference, the travel course information selected by reflecting the user's budget, and the information about the criteria from which the travel course is derived. To print. As described above, since the selection of the destination point and the travel course information connected thereto may be derived by independent and combined performance of each embodiment, it will be obvious that the number of derivation of the travel course information may also be one or more. .

However, when outputting a plurality of travel course information, there may be a difference in user's preference for each condition information by using user related information. In this case, step S30 outputs a plurality of travel course information, but outputs the travel course information with a difference in application of information on an interface such as different priorities and sizes according to the user's preferred condition information for each condition information described above. can do.

In the above-described example, if the user considers the budget more important, the travel course selected by focusing on the budget may be output before the travel course information selected based on the user's preference, or the output area of the interface may be added. The function can be performed by enlarging it. An example of this is shown in FIG. 8.

Referring to the screen 320 of FIG. 8, a total of three travel course information is output, and based on the user's preference condition information, travel based on preference, based on reference to another user's course, and based on the user's usage history for the actual service. You can see that the course information is output. When the view menu for each travel course information is selected, an interface such as the screen 310 of FIG. 7 may be output.

According to the performance of the above function, the user inputs the information input for the current travel information and the user's pre-stored related information together, thereby collectively recommending the travel course combining the travel route with the visited place. In particular, it considers a variety of information of the user comprehensively, and in particular, in consideration of the information input by the user for the current trip to set the destination points, it is recommended to the course of the connection.

In this way, users can conveniently be automatically recommended various travel courses for their current planned trips, so that they can actually recommend current travel plans by comprehensively recommending destination points and travel routes that users are likely to use. You can be provided with information that is relevant to your trip.

In particular, not only a recommendation for a visit place but also a combined travel route can be provided, so that a user can receive a tour course that reflects his or her own preferences without having to plan a tour course. At the same time, there is an effect that can maximize the advertising effect of the operator of the destination points included in the travel course.

2 is a schematic block diagram of an apparatus for recommending a travel course based on condition information according to an exemplary embodiment of the present invention. In the following description, unnecessary description duplicated with the description of FIG. 1 will be omitted.

Referring to FIG. 2, the travel course recommendation apparatus 10 based on condition information according to an embodiment of the present invention may include a user information analyzer 11, a travel course generator 12, and a travel information output unit 13. It may be configured to include, and may be further configured to include a travel course market management unit (14).

The user information analyzer 11 may include at least one of the user-related information pre-stored in the user account and the user input information input by the user for the current trip through the user terminal 20. As a configuration for performing a function of analyzing condition information for selecting an objective point, it will be understood as a configuration for performing all the functions of the present invention described in step S10 in FIG.

On the other hand, the travel course generation unit 12 selects at least one of the purpose points using a plurality of condition information derived by the user information analysis step, and performs the function of deriving the travel course information connecting the respective goal points. As a configuration, it will be understood as a configuration for performing all the functions mentioned in the above description of the performance of the step S20 in FIG.

The travel information output unit 13 is configured to output a travel interface including the travel course generated by the travel course generation step and the travel information related to the travel course to the user terminal 20. It will be understood that the configuration for performing all the functions mentioned in the description of the performance of the step S30 in step 1.

Meanwhile, in the description of FIG. 1, the user mentioned that the user can purchase travel course information that is recommended according to the use of services of other users through the open market or directly generated by the user through the editing function described above. .

Registering the travel course information generated in the open market online when managing an open market for purchasing such travel course information, that is, receiving a sales request input from the user for the travel course information derived by the travel course generation unit. As described above, the travel course market management unit 14 managing to be available for purchase by another user may be included in the travel course recommendation device 10 based on other condition information according to an embodiment of the present invention.

In other words, users can purchase and use a travel course through the open market, and can use this as condition information to receive travel course information suitable for them.

In other words, when the user purchases travel course information of another user, the travel course market management unit 14 may control to include the travel course information purchased by the user in the user related information as the preferred travel course information and manage the condition information.

On the other hand, in the travel interface as described above, the user can edit the travel course information. Similarly, the travel course market management unit 14, when the user purchases travel course information of another user, the user through the travel interface You can edit the purchased course information.

These open markets are serviced by businesses or other users selling travel courses and users buying them. In this case, if only sales for the travel course are made, it may not be enough to induce the use of the service.

To this end, the travel course market management unit 14 provides a reward to the user who purchased the travel course information and the user who sold the travel course information when the actual use of the destination point included in the travel course information purchased by the user is confirmed. You can do that. In other words, if the travel course is to be sold as a sale target, and it is determined that the trip is actually performed according to the travel course using the corresponding travel course, that is, if the use of the destination point included in the travel course is made, the sold travel is sold. The course is proven to be reflected in the user's travel course, and by providing specific rewards to both the user who sold the course and the user who purchased it, the open market can be activated by inducing the sale and purchase of the course. It is.

9 and 10 illustrate examples of an interface that may be output to the user terminal 20 according to the function of the tour course market manager 14 described above.

First, referring to FIG. 9, in the travel course market screen 330, a user may input information on a region 331 that he / she wants to travel, and at this time, a travel course registered to be sold by another user matching the region 331. You can check the sales list for 332 and purchase it.

On the other hand, referring to the screen 340 of Figure 10, the user through his account information with the information about the course (purchased automatically can be displayed according to the above-described function performed) By registering, you can check the information about a course purchased by another user, that is, a course sold by the user.

At the same time, when the actual purpose point is used according to the course purchased or sold by the user, the point may be provided as a reward. The points can be used as a booking fee for the purpose point that can be booked in the service or for the purchase of a travel course in the open market.

Returning to the description of FIG. 2, as described above, the travel course information generated and sold by another user may be somewhat different from the trip planned by the user according to the user input information. In this case, it has already been described in the description of FIG. 1 that the corresponding tour course information may be automatically corrected according to condition information such as a travel schedule and a budget.

When this is applied to the open market, the travel course market management unit 14 may perform the corresponding function. That is, when a user purchases travel course information of another user, the travel course information automatically corrected using the condition information, along with the travel course information of the other user who purchased the user, using the condition information To output to the user's user terminal. Detailed description thereof is the same as that described with reference to FIG.

Specifically, for example, the travel course market management unit 14 may, for example, when a user purchases travel course information of another user, the destination point and each destination point included in the travel course information of another user purchased by the user. The travel route may be automatically added, modified, or deleted based on the travel period, budget, or transportation included in the user input information.

On the other hand, the database 30 will be understood as a configuration in which all data transmitted and received and processed according to the performance of the present invention is stored and managed.

11 is a block diagram illustrating an internal configuration of a computing device according to an embodiment of the present disclosure.

As shown in FIG. 11, the computing device 11000 may include at least one processor 11100, a memory 11200, a peripheral interface 11300, and an input / output subsystem ( At least one I / O subsystem 11400, a power circuit 11500, and a communication circuit 11600. In this case, the computing device 11000 may correspond to a user terminal A connected to the tactile interface device or the computing device B described above.

The memory 11200 may include, for example, high-speed random access memory, magnetic disk, SRAM, DRAM, ROM, flash memory, or nonvolatile memory. have. The memory 11200 may include a software module, an instruction set, or other various data necessary for the operation of the computing device 11000.

In this case, accessing the memory 11200 from another component such as the processor 11100 or the peripheral interface 11300 may be controlled by the processor 11100.

The peripheral interface 11300 may couple the input and / or output peripherals of the computing device 11000 to the processor 11100 and the memory 11200. The processor 11100 may execute a software module or an instruction set stored in the memory 11200 to perform various functions for the computing device 11000 and process data.

Input / output subsystem 11400 can couple various input / output peripherals to peripheral interface 11300. For example, the input / output subsystem 11400 may include a controller for coupling a peripheral device such as a monitor or keyboard, a mouse, a printer, or a touch screen or a sensor, as necessary, to the peripheral interface 11300. According to another aspect, the input / output peripherals may be coupled to the peripheral interface 11300 without passing through the input / output subsystem 11400.

The power circuit 11500 may supply power to all or part of the components of the terminal. For example, power circuit 11500 may be a power management system, one or more power sources such as batteries or alternating current (AC), charging systems, power failure detection circuits, power converters or inverters, power status indicators or power sources. It can include any other components for creation, management, distribution.

The communication circuit 11600 may enable communication with another computing device using at least one external port.

Alternatively, as described above, the communication circuit 11600 may include an RF circuit to transmit and receive an RF signal, also known as an electromagnetic signal, to enable communication with another computing device.

This embodiment of FIG. 11 is only one example of the computing device 11000, and the computing device 11000 may include some components shown in FIG. 11, or may include additional components not shown in FIG. 11, or may include two components. It may have a configuration or arrangement that combines two or more components. For example, the computing device for a communication terminal in a mobile environment may further include a touch screen or a sensor, in addition to the components illustrated in FIG. 11, and various communication schemes (WiFi, 3G, LTE) in the communication circuit 1160. , Bluetooth, NFC, Zigbee, etc.) may include a circuit for RF communication. Components included in the computing device 11000 may be implemented in hardware, software, or a combination of both hardware and software, including integrated circuits specialized for one or more signal processing or applications.

Methods according to an embodiment of the present invention may be implemented in the form of program instructions that may be executed by various computing devices and may be recorded in a computer readable medium. In particular, the program according to the present embodiment may be configured as a PC-based program or an application dedicated to a mobile terminal. An application to which the present invention is applied may be installed in a user terminal through a file provided by a file distribution system. For example, the file distribution system may include a file transmitter (not shown) for transmitting the file at the request of the user terminal.

The apparatus described above may be implemented as a hardware component, a software component, and / or a combination of hardware components and software components. For example, the devices and components described in the embodiments may include, for example, processors, controllers, arithmetic logic units (ALUs), digital signal processors, microcomputers, field programmable gate arrays (FPGAs), It may be implemented using one or more general purpose or special purpose computers, such as a programmable logic unit (PLU), microprocessor, or any other device capable of executing and responding to instructions. The processing device may execute an operating system (OS) and one or more software applications running on the operating system. The processing device may also access, store, manipulate, process, and generate data in response to the execution of the software. For convenience of understanding, one processing device may be described as being used, but one of ordinary skill in the art will appreciate that the processing device includes a plurality of processing elements and / or a plurality of types of processing elements. It can be seen that it may include. For example, the processing device may include a plurality of processors or one processor and one controller. In addition, other processing configurations are possible, such as parallel processors.

The software may include a computer program, a code, an instruction, or a combination of one or more of these, and configure the processing device to operate as desired, or process it independently or in combination. You can command the device. Software and / or data may be any type of machine, component, physical device, virtual equipment, computer storage medium or device in order to be interpreted by or to provide instructions or data to the processing device. Or may be permanently or temporarily embodied in a signal wave to be transmitted. The software may be distributed over networked computing devices so that they are stored or executed in a distributed manner. The software and data may be stored on one or more computer readable recording media.

Method according to the embodiment is implemented in the form of program instructions that can be executed by various computer means may be recorded on a computer readable medium. The computer readable medium may include program instructions, data files, data structures, and the like, alone or in combination. Program instructions recorded on the media may be those specially designed and constructed for the purposes of the present disclosure, or they may be of the kind well-known and available to those having skill in the computer software arts. Examples of computer-readable recording media include magnetic media such as hard disks, floppy disks, and magnetic tape, optical media such as CD-ROMs, DVDs, and magnetic disks, such as floppy disks. Magneto-optical media, and hardware devices specifically configured to store and execute program instructions, such as ROM, RAM, flash memory, and the like. Examples of program instructions include machine language courses such as those produced by a compiler, as well as high-level language courses that can be executed by a computer using an interpreter or the like. The hardware device described above may be configured to operate as one or more software modules to perform the operations of the embodiments, and vice versa.

Although the embodiments have been described with reference to the limited embodiments and the drawings as described above, various modifications and variations are possible to those skilled in the art from the above description. For example, the described techniques may be performed in a different order than the described method, and / or components of the described systems, structures, devices, circuits, etc. may be combined or combined in a different form than the described method, or other components. Or even if replaced or replaced by equivalents, an appropriate result can be achieved. Therefore, other implementations, other embodiments, and equivalents to the claims also fall within the scope of the claims that follow.

Claims (20)

A conditional information based travel course recommendation method implemented by a computing device including at least one processor and at least one memory for storing instructions executable by the processor.
Analyzing condition information for selecting at least one destination point included in a travel course based on at least one of user-related information previously stored in a user account and user input information input for a current trip through a user terminal. Analyzing user information;
A travel course generation step of selecting at least one of the purpose points and deriving travel course information connecting the respective goal points by using the plurality of condition information derived by the user information analysis step; And
A travel information output step of outputting a travel interface including the travel course generated by the travel course generation step and the travel information related to the travel course to a user terminal; . The method of claim 1,
The user related information,
Regarding user's consumption propensity information, user's personal information, and other users who are set as friends through social network services, analyzed through user's on / offline payment history information collected and stored from outside Information, a post information including text or image information included in a post uploaded by a user as information that can be collected from the outside, and condition information including at least one of a user's existing travel course information previously stored in a user account. How to recommend based travel courses. The method of claim 1,
The user input information,
And at least one of image photographing data input by the user in real time, the number of travels for the current trip, the duration of the trip, the age of the travelers, the budget for the travel course, and the travel course information of another user selected by the user. Information-based travel course recommendation method. The method of claim 1,
The tour course generation step,
When deriving the travel course information, the travel course information is derived by using the travel time information, which is the time required for the movement between each destination point, and the use time information as the use time information for the destination point set in each destination point. How to recommend a travel course based on conditional information. The method of claim 4, wherein
The tour course generation step,
When using the usage time information for each destination point, the user's preference and complexity information included in the user-related information and the user input information, the time-traffic complexity information of each destination point collected from the outside, and the The travel course recommendation method based on the condition information, wherein the travel course information is derived using the use time information according to the degree of troublesome time. The method of claim 1,
The tour course generation step,
Traveling course based on condition information, characterized in that at least one destination point is selected using the condition information based on the previously entered destination point, if the destination point input by the user is included among the user input information. Recommended way. The method of claim 1,
The tour course generation step,
The condition information-based travel course recommendation method according to the condition information, characterized in that for selecting the at least one destination point based on the mobility possibility according to the transportation means selected by the user. The method of claim 1,
The tour course generation step,
Among the condition information, the target point is selected based on the user's preference, and the time required at the target point is applied by applying a weight according to the user's preference to the time required at each target point and the movement time between the target points. And selecting each destination point and a travel route by using which time of the travel time is preferred for the travel route. The method of claim 1,
The tour course generation step,
When deriving the travel course information, the travel course information is derived by using travel cost information, which is a cost required for movement between each destination point, and use cost information, which is information on the use cost of the destination point set in each destination point. How to recommend a travel course based on conditional information. The method of claim 1,
The tour course generation step,
When there is travel course information of another user selected by the user among the condition information derived by the user information analysis step, the travel of the other user based on the travel period information and the travel budget based on the travel course information of the other user A travel course recommendation method based on conditional information, characterized in that the course information is corrected and derived as user's travel course information. The method of claim 1,
The tour course generation step,
A primary generation step of generating primary travel course information based on the condition information; And
The user's travel course by generating a second travel course by deleting, modifying or adding a destination point included in the first travel course using any one of the travel period and the travel budget information included in the user input information. Secondary generation step of deriving the information; Travel information recommendation method based on the condition information, comprising a. The method of claim 1,
The travel information output step,
Output a plurality of travel course information,
Information included in each of the travel course information, which is used to generate the travel time between the destination points, the use time that is expected to be spent on the use of each destination point, the time complexity of each destination point, and the generation of each travel course information. Conditional information based travel course recommendation method characterized in that it outputs the conditional information together. The method of claim 1,
The travel information output step,
Output a plurality of travel course information,
And a plurality of travel course information at different priorities according to the user's preference condition information for each condition information included in the user related information. A condition information-based travel course recommendation device comprising: a computing device comprising at least one processor and at least one memory for storing instructions executable by the processor;
Analyzing condition information for selecting at least one destination point included in a travel course based on at least one of user-related information previously stored in a user account and user input information input for a current trip through a user terminal. A user information analyzer;
A travel course generation unit for selecting at least one of the purpose points and using the plurality of condition information derived by the user information analysis unit, and deriving travel course information connecting the respective point points; And
A travel information output unit for outputting a travel interface including a travel course generated by the travel course generator and travel information related to the travel course to a user terminal; . The method of claim 14,
A travel course market management unit that registers the travel course information generated in the open market online to allow other users to purchase when receiving a sales request input from the user for the travel course information derived by the travel course generation unit; Condition information-based travel course recommendation device further comprising. The method of claim 15,
The travel course market management unit,
When the user purchases the travel course information of the other user, the condition information-based travel course, characterized in that the user-related information includes the course information purchased by the user as the preferred course information to control the management course to control Recommended device. The method of claim 15,
The travel course market management unit,
When the user purchases the travel course information of the other user, the travel course recommendation device based on the condition information, characterized in that for editing the travel course information purchased by the user through the travel interface. The method of claim 15,
The travel course market management unit,
When the actual use of the destination point included in the travel course information purchased by the user is confirmed, reward information is provided to the user who purchased the travel course information and the user who sold the travel course information. Based travel course recommendation device. The method of claim 15,
The travel course market management unit,
When a user purchases travel course information of another user, the travel course information automatically corrected by using the condition information of the travel course information of the other user purchased by the user together with the travel course information of the other user purchased by the user. Condition-based travel course recommendation apparatus characterized by controlling to output to the user terminal of the user. The method of claim 15,
The travel course market management unit,
When the user purchases the travel course information of another user, the travel point, the budget or the transportation means included in the user input information includes the purpose point included in the travel course information of the other user purchased by the user and the travel path between the respective destination points. Travel information recommendation device based on the condition information, characterized in that automatically added, modified or deleted based on.

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