KR20230037738A - System for guiding the use of natural recreation forest - Google Patents

Abstract

The present invention provides a system, that can recommend a natural recreation forest for satisfying the needs of users and being proper for a user, provide various additional services and events for the use of the natural recreation forest, and increase the satisfaction of users, especially children, in using the natural recreation forest. According to an embodiment of the present invention, a server comprises: a communication module configured to exchange data with a user terminal of a user through a communication network; a natural recreation forest use guide module configured to provide a service environment guiding the use of the natural recreation forest to the user terminal, and to recommend one or more natural recreation forests to the user based on inputted user information; and a database storing information of a plurality of natural recreation forests and the user information.

Description

System and method for guiding the use of natural recreation forest {System for guiding the use of natural recreation forest}

The present invention relates to a system and method capable of increasing the satisfaction of using a natural recreation forest by recommending a suitable natural recreation forest to a user, guiding the use of the natural recreation forest, and providing various additional services related to the use of the natural recreation forest.

[Description of State-Supported R&D]

This application was made with the support of the Korea Forest Service's forest science and technology commercialization support project (development of mobile applications for recommending and using recreational forests based on customer experience, task number: 1405004678, general task number: 2021288A00-2121-AD01).

The contents described in this part merely provide background information on the present embodiment and do not constitute prior art.

Recently, as people's interest in natural recreation forests increases, the number of users who want to use natural recreation forests is increasing. There are a number of natural recreation forests throughout the country, and each natural recreation forest includes its own unique forest and wonderful scenery, and various courses are provided to users.

However, since information on many natural recreation forests is not provided in detail and variety, but information is provided only through fragmentary landscape photos and videos, users rely on recommendations from friends around them, or re-use the natural recreation forests they have used in the past. Somewhat limited use of natural recreation forests. In particular, since the scenery and scenery of natural recreation forests change every season, and the distance, use time, and difficulty of use may vary for each course, a service that can meet users' needs and recommend a natural recreation forest suitable for users is currently being demanded.

In addition, adults enjoy trekking and using the natural recreation forest, but children generally prefer to play videos or games on their smartphones rather than tracking the natural recreation forest. often happens There is also a demand for services that can increase the satisfaction of users, especially children, by providing various additional services and events when using natural recreation forests.

An object of the present invention is to provide a system and method for recommending a natural recreational forest that meets the needs of users and is suitable for the user.

In addition, an object of the present invention is to provide a system and method that can increase the satisfaction of users, particularly children, by providing various additional services and events when using a natural recreation forest.

The objects of the present invention are not limited to the above-mentioned objects, and other objects and advantages of the present invention not mentioned above can be understood by the following description and will be more clearly understood by the examples of the present invention. It will also be readily apparent that the objects and advantages of the present invention may be realized by means of the instrumentalities and combinations indicated in the claims.

A server according to an embodiment of the present invention includes a communication module configured to exchange data with a user terminal of a user through a communication network; a natural recreation forest use guide module configured to provide a service environment for guiding use of the natural recreation forest to the user terminal and to recommend at least one natural recreation forest to the user based on input user information; and a database in which a plurality of natural recreation forest information and the user information are stored.

A guide method for using a natural recreational forest according to another embodiment of the present invention includes the steps of receiving, by a server, user information from a user terminal of a user; and providing, by the server, a service environment for guiding the use of the natural recreation forest to the user terminal to the user terminal, wherein the service environment recommends at least one natural recreation forest to the user based on the user information. and guiding the course selected by the user and providing services related to the course in response to the user's exploration start signal.

A computer program according to another embodiment of the present invention is stored in a computer-readable recording medium to execute the guide method for using the natural recreation forest.

The guide system and method for using a natural recreation forest according to an embodiment of the present invention can recommend a natural recreation forest suitable for a user based on user information, thereby supporting the user's use of various natural recreation forests. A system and method for using a natural recreation forest implements a recommendation model based on users belonging to a clustered group, so that a user's taste and condition can be further reflected, and a more personalized natural recreation forest recommendation can be provided.

In addition, the system and method for using a natural recreation forest according to an embodiment of the present invention support the user's selection of a natural recreation forest by providing information necessary for the user's selection of a natural recreation forest, such as detailed information and course information on a searched or recommended natural recreation forest. can

In addition, the guide system and method for using a natural recreation forest according to an embodiment of the present invention guides a selected natural recreation forest course through an exploration interface screen and provides various services that can be enjoyed by the whole family. In particular, by identifying the QR spots included in the course, information on the QR spots is provided, and through the tree finding service and the tree finding bingo game, users can be encouraged to actively and actively explore the course.

In addition, the system and method for using a natural recreation forest according to an embodiment of the present invention can support users to remember about a natural recreation forest exploration by generating an exploration log in which an exploration history can be checked after the exploration is completed. In addition, after creating an exploration journal, a badge may be provided to the user, and motivation for additional natural recreation forest exploration may be provided.

In addition to the above description, specific effects of the present invention will be described together while explaining specific details for carrying out the present invention.

1 is a block diagram showing the configuration of a natural recreation forest use guide system according to an embodiment of the present invention.
2 is a block diagram showing the configuration of a user terminal according to an embodiment of the present invention.
3 is a block diagram showing the configuration of a server according to an embodiment of the present invention.
4 is an overall schematic diagram of a natural recreation forest recommendation algorithm.
5 exemplarily illustrates an initial user interface screen of a natural recreation forest use guide environment.
6 illustrates a search interface screen for searching for a natural recreation forest through keywords as an example.
7 illustrates a screen output through keyword search by way of example.
8 illustrates a user interface screen providing detailed information on a natural recreation forest as an example.
9 illustrates an example of a user interface screen providing course information of a natural recreation forest.
10 exemplarily illustrates a map interface screen provided according to course information selection.
11 exemplarily illustrates a QR code recognition screen for recognizing a QR code located at a starting point.
12 illustrates an exploration interface screen by way of example.
FIG. 13 illustratively illustrates an exploration interface screen displayed in a situation where a user explores the course of FIG. 12 .
14 shows an example of a QR code recognition screen for recognizing a QR spot.
15 shows an exemplary screen on which a guide for a QR spot is provided.
16 illustrates an example of a screen in which a camera is activated to perform a tree finding function.
FIG. 17 is an exemplary screen for providing the image captured in FIG. 16 and information on trees recognized in the image.
18 illustratively illustrates a state screen in which tree search is completed.
Fig. 19 shows an exemplary tree finding bingo board.
20 illustrates an exemplary screen in which a camera is activated for taking a picture.
21 shows an exemplary screen in which the recorder is activated for voice recording.
22 shows an exemplary screen in which an emergency contact network is activated.
23 illustratively illustrates a state in which an exploration is ended and an exploration diary is stored.
24 illustrates an exemplary screen in which a badge is provided in response to writing an exploration log.
25 illustrates an exploration log interface screen by way of example.
26 illustratively illustrates a written exploration diary.

Advantages and features of the present invention, and methods of achieving them, will become clear with reference to the detailed description of the following embodiments taken in conjunction with the accompanying drawings. However, the present invention is not limited to the embodiments disclosed below, but will be implemented in various different forms, only these embodiments make the disclosure of the present invention complete, and common knowledge in the art to which the present invention belongs. It is provided to fully inform the holder of the scope of the invention, and the present invention is only defined by the scope of the claims. Like reference numbers designate like elements throughout the specification.

Unless otherwise defined, all terms (including technical and scientific terms) used in this specification may be used in a meaning commonly understood by those of ordinary skill in the art to which the present invention belongs. In addition, terms defined in commonly used dictionaries are not interpreted ideally or excessively unless explicitly specifically defined.

In addition, in implementing the present invention, components may be subdivided for convenience of explanation, but these components may be implemented in one device or module, or one component may be implemented in a plurality of devices or modules. It may be divided into and implemented.

1 is a block diagram showing the configuration of a natural recreation forest use guide system according to an embodiment of the present invention. 2 is a block diagram showing the configuration of a user terminal according to an embodiment of the present invention.

Referring to FIG. 1 , a natural recreation forest use guide system 10 includes a server 100 and a user terminal 110 .

The server 100 may recommend at least one natural recreation forest suitable for the user and provide guidance on the recommended natural recreation forest or the natural recreation forest selected by the user.

The user terminal 110 corresponds to a terminal of a user subscribed to the server 100 or a user who wants to use the above-described services provided by the server 100 . Here, the user terminal 110 refers to a communication terminal capable of operating an app that uses a web service or provides a service of the server 100 in a wired/wireless communication environment. For example, the user terminal 110 may be a user's personal computer or portable terminal.

Although the user terminal 110 is shown as one block in FIG. 1, it is not limited thereto, and a plurality of user terminals 110 may be included in the natural recreation forest use guide system 10.

A communication network may connect the server 100 and the user terminal 110 . For example, the communication network provides an access path so that the user terminal 110 can transmit and receive packet data after accessing the server 100 . Communication networks include, for example, wired networks such as LANs (Local Area Networks), WANs (Wide Area Networks), MANs (Metropolitan Area Networks), ISDNs (Integrated Service Digital Networks), wireless LANs, CDMA, Bluetooth, satellite communication, 3G, 4G , 5G, etc., but the scope of the present invention is not limited thereto.

The server 100 may recommend at least one natural recreation forest suitable for the user of the user terminal 110 and provide guidance on the recommended natural recreation forest or the natural recreation forest selected by the user through the user terminal 110 .

The above service provided by the server 100 may be provided through an application installed on the user terminal 110 . Here, the application refers to an application program, and may include, for example, an app executed in a mobile terminal (smart phone). However, it is not limited thereto, and the server 100 may exchange data with the user terminal 110 in a data transmission method through a web document. At this time, the web document refers to any data provided to be viewed and/or modified by being transmitted through a web site having a predetermined network address without limiting the type or format. In this case, the server 100 may be a web server that provides a web page having a predetermined URL (Uniform Resource Locator), and the user terminal 110 uses a web browser to access the corresponding web page. By accessing the page, the service provided by the server 100 can be used. The format of the web document may be a format based on Hyper Text Markup Language (HTML), Extensible Markup Language (XML), JavaScript Object Notation (JSON), or other different languages, and is not limited to a specific format.

The user can use the service provided by the server 100 by accessing the application or web environment through the user terminal 110 .

Referring to FIG. 2, the user terminal 110 includes a communication unit 111 for communication with the server 100, a processing unit 112 for processing data provided from the server, and displaying data processed by the processing unit 112 to the server. A display unit 113 for providing the service environment of (100) to the user, a camera 114 for generating an image by photographing the surrounding environment, a recording unit 115 for recording the sound of the surrounding environment, and a user input It may include the input unit 116 and the GPS 117 that determines the current location of the user terminal 110 .

Hereinafter, a natural recreation forest recommendation and guidance providing service provided by the server 100 according to an embodiment of the present invention will be described in more detail.

3 is a block diagram showing the configuration of a server according to an embodiment of the present invention.

The server 100 has the same configuration as a conventional web server in terms of hardware, and in terms of software, it is a program implemented through various types of languages such as C, C++, Java, Visual Basic, Visual C, etc. to perform various functions. contains the module In addition, it can be implemented using web server programs that are provided in various ways according to operating systems such as DOS, Windows, Linux, Unix, and Macintosh on general server hardware. As representative examples, a website, IIS (Internet Information Server) used in a Windows environment, and CERN, NCSA, APPACH, etc. used in a Unix environment can be used.

Referring to FIG. 3 , the server 100 includes a communication module 101, a natural recreation forest use guide module 102, and a database 103.

The communication module 101, the natural recreation forest use guide module 102, and the database 103 are shown as separate blocks, but they are only functionally divided by the operation of the server 100 to be executed. Therefore, depending on the embodiment, some or all of the communication module 101, the natural recreation forest use guide module 102, and the database 103 may be integrated in the same device, and one or more may be physically separated from other units. It may be implemented as a separate device, or may be components communicatively connected to each other under a distributed computing environment.

The communication module 101 may be configured to exchange data with the user terminal 110 through a communication network.

The user may provide user information through a recommendation service environment of a natural recreation forest provided to the user terminal 110 . User information corresponds to demographic information and may include the user's location, age, and gender. Such user information may be provided when the user subscribes to the service environment, and the user's location may mean the user's residence. However, it is not limited thereto, and in some embodiments, the service environment may receive permission from the user terminal 110 to collect the location of the user terminal 110, and collect the location of the user terminal 110 as the user's location. can do. User information collected from the user terminal 110 may be stored in the database 103 .

The natural recreation forest use guide module 102 may recommend at least one natural recreation forest based on input user information. The natural recreation forest use guide module 102 may recommend at least one natural recreation forest suitable for input user information. The natural recreation forests recommended by the natural recreation forest use guide module 102 correspond to a plurality of natural recreation forests established in Korea, and may include national natural recreation forests, local governmental natural recreation forests, and individual natural recreation forests. For example, the natural recreation forest usage guide module 102 may select and recommend at least one of a plurality of natural recreation forests managed by the National Natural Recreation Center under the Forest Service, but is not limited thereto. A plurality of pieces of natural recreation forest information recommended by the natural recreation forest use guide module 102 may be collected in advance and stored in the database 103 .

The natural recreation forest use guide module 102 may be configured to provide a recommendation service for recommending at least one natural recreation forest to a user based on input user information.

Hereinafter, with reference to FIG. 4, the overall process of the algorithm for recommending a recreational forest optimized for the user in the natural recreation forest use guide module 102 will be described in more detail.

FIG. 4 is a schematic diagram of a natural recreation forest recommendation algorithm as a whole, showing the overall process of the algorithm recommending a recreation forest optimized for a user in the natural recreation forest use guide module 102. The natural recreation forest use guide module 102 may recommend optimized recreation forests for existing users and new users, respectively, based on history of visits to natural recreation forests and demographic information.

First, the natural recreational forest use guide module 102 may divide users into existing users and new users. Existing users have a history of visiting natural recreation forests in user information, and the natural recreation forest use guide module 102 can distinguish between existing users and new users based on the history of visiting natural recreation forests. Here, a very old history of visits may act as noise for performing a recommendation by reflecting the latest trend. Accordingly, the natural recreation forest use guide module 102 may limit and determine the user's visit history to a natural recreation forest within recent years in order to provide a natural recreation forest recommendation service according to the latest trend. For example, the natural recreation forest use guide module 102 may determine a user who has visited a natural recreation forest within the last 3 years as an existing user, and a user who has not visited a natural recreation forest within the past 3 years as a new user.

The natural recreation forest usage guide module 102 may first perform user clustering on existing users. User clustering may be performed based on user demographic information (user location, age, and gender) and records of visits to natural recreation forests. Users with similar demographic information and records of visits to natural recreation forests are classified into the same cluster. In one embodiment, user clustering may be performed in a way of preserving local structure in Deep Embedded Clustering, which is one of State-of-the-art (SOTA) among deep learning clustering methods. Through user clustering, existing users can be divided into a plurality of clusters. The natural recreation forest use guide module 102 may recommend a natural recreation forest through a deep learning-based recommendation model, and this recommendation model may be implemented for each cluster. As the recommendation model is implemented based on the users belonging to the primarily clustered group, it is possible to make a recommendation that further reflects the user's taste and status. That is, a more personalized natural recreation forest recommendation can be performed through a recommendation model implemented for each cluster.

The deep learning-based recommendation model may be configured to calculate a probability value for a corresponding user to visit each natural recreation forest based on input user information. In one embodiment, the deep learning-based recommendation model may be a Bayesian Factorization Machine, but is not limited thereto. Here, the input user information includes the user's visit record to the natural recreation forest, the user's demographic information, and the user's accessibility information to the natural recreation forest information. Accessibility information of the user to the natural recreation forest may be calculated in consideration of the location of the user and the location of the natural recreation forest. The natural recreation forest use guide module 102 allows the user to visit the natural recreation forest corresponding to the user's natural recreation forest visit record, the user's demographic information, and the user's accessibility information to the natural recreation forest through the recommendation model of the cluster to which the user belongs. A probability value may be calculated, and a natural recreation forest having a higher probability value to visit than other natural recreation forests may be recommended to the user.

If the user is a new user, the natural recreation forest use guide module 102 may recommend a natural recreation forest in consideration of the user's demographic information and preference for each period of the natural recreation forest. The natural recreation forest use guide module 102 may determine a recommendation target group of users having a similar location, age, and gender to the user, and recommend a natural recreation forest based on the preference of the recommendation target group for each period. Here, a similar location may mean the same city unit residence, and a similar age may mean the same age range. In addition, the preference for each period of the recommendation target group means the degree to which the recommendation target group preferred a specific target for each period. In one embodiment, it may mean the number of times the recommendation target group uses a natural recreation forest for each period or the number of times the recommendation target group searches for a natural recreation forest for each period. In addition, the period may be the last 3 years, 2 years, 1 year, 6 months, 3 months, and 1 month, and the preference for the natural recreation forest of the recommendation target group may be counted for each period. Here, a long period may reflect overall preference but cannot reflect recent trends, and a too short period may reflect recent trends but may not reflect overall preferences. The natural recreation forest use guide module 102 according to this embodiment may assign different additional points for each period to the preference for each natural recreation forest used by the recommendation target group, and the recommendation target group determines the preference for the natural recreation forest for each period by score. After ranking, a natural recreation forest whose score is calculated higher than other natural recreation forests may be determined as a recommended natural recreation forest.

As described above, the natural recreation forest use guide module 102 may recommend a natural recreation forest suitable for the user based on user information. In addition, the natural recreation forest use guide module 102 may be configured to further recommend a natural recreation forest closest to the user's location by using only location information among user information.

Hereinafter, with reference to FIGS. 5 to 26, a guide service for a natural recreation forest provided by a guide system for using a natural recreation forest according to an embodiment of the present invention will be described in more detail.

5 exemplarily illustrates an initial user interface screen of a natural recreation forest use guide environment. 6 shows an example of a search interface screen for searching for a natural recreation forest through a keyword, and FIG. 7 shows an example of a screen output through a keyword search. FIG. 8 exemplarily illustrates a user interface screen providing detailed information on a natural recreation forest, and FIG. 9 exemplarily illustrates a user interface screen providing course information on a natural recreation forest. 10 exemplarily illustrates a map interface screen provided according to course information selection. 11 exemplarily illustrates a QR code recognition screen for recognizing a QR code located at a starting point. 12 illustrates an exploration interface screen by way of example. FIG. 13 illustratively illustrates an exploration interface screen displayed in a situation where a user explores the course of FIG. 12 . 14 shows an example of a QR code recognition screen for recognizing a QR spot. 15 shows an exemplary screen on which a guide for a QR spot is provided. 16 illustrates an example of a screen in which a camera is activated to perform a tree finding function. FIG. 17 is an exemplary screen for providing the image captured in FIG. 16 and information on trees recognized in the image. 18 illustratively illustrates a state screen in which tree search is completed. Fig. 19 shows an exemplary tree finding bingo board. 20 illustrates an exemplary screen in which a camera is activated for taking a picture. 21 shows an exemplary screen in which the recorder is activated for voice recording. 22 shows an exemplary screen in which an emergency contact network is activated. 23 illustratively illustrates a state in which an exploration is ended and an exploration diary is stored. 24 illustrates an exemplary screen in which a badge is provided in response to writing an exploration log. 25 illustrates an exploration log interface screen by way of example. 26 illustratively illustrates a written exploration diary.

Referring to FIG. 5 , the initial user interface screen 1020 of the guide service environment for using the natural recreation forest may be a screen provided when the user first accesses the guide environment for using the natural recreation forest through the user terminal 110. User 5 may be currently logged in. At least one of a state interface 1021 showing the user's current state, a search interface 1022 for searching for natural recreation forests, and a recommendation interface 1023 for recommending natural recreation forests may be provided as the initial user interface screen. The state interface 1021 is not activated in a state in which the user has not started exploring the natural recreation forest. The recommendation interface 1023 may recommend a natural recreation forest suitable for the user's taste or a natural recreation forest closest to the user's location based on user information, and may provide the name, example image, and location of the recommended natural recreation forest. . In FIG. 5 , it can be seen that Yumyeongsan Mountain Natural Recreation Forest is illustratively recommended in the recommendation interface 1023 . In addition, when the user selects the search interface 1022, a search interface screen 1030 for searching recreational forests may be provided as a new screen as shown in FIG. 6.

Referring to FIG. 6 , the search interface screen 1030 includes an input interface 1031 for inputting search keywords and a recreation forest ranking interface 1032 for providing rankings of popular recreational forests, and a keyword input means in the input interface 1031. (eg, a virtual keyboard) may be further provided. Through the search interface screen 1030, the user can search for a natural recreation forest he or she wants to use.

7 illustrates an example of a search result screen output when “natural recreation forest” is input as a keyword. Referring to FIG. 7 , it can be seen that names, locations, and example images of natural recreational forests including search keywords are provided to the user.

The user may generate a selection signal by selecting a recommended natural recreation forest or a searched natural recreation forest through the input unit 116 of the user terminal 110 . The natural recreation forest use guide module 102 may provide detailed information and course information on the natural recreation forest selected by the user in response to a selection signal. For example, a user may select a name or example image of a recommended or searched natural recreation forest, and the natural recreation forest use guide module 102 may provide additional information on the natural recreation forest in response to the user's selection.

The natural recreation forest use guide module 102 may provide example images, detailed information, and course information of the natural recreation forest as additional information. Referring to FIG. 8 , an additional information screen 1040 may provide an example image 1041 of a natural recreation forest and detailed information 1042 on the natural recreation forest. The detailed information 1042 may include information about the facility status of the natural recreation forest, operating hours, contact information, room usage information, trails in the natural recreation forest, convenience facilities, programs, and nearby tourist attractions.

Referring to FIG. 9 , course information 1043 includes a description of each course configured in the natural recreation forest, difficulty level, expected use time, and the like. Exemplarily, Yumyeongsan Natural Recreation Forest includes Course A, Course B, and Course C, and as the user selects Course A, a map interface screen 1050 showing the entire moving route of Course A is provided as shown in FIG. 10 . can

Referring to FIG. 10, a map interface screen 1050 displays a map 1051 showing the starting point and destination of the selected course and a moving route from the starting point to the ending point, course information 1052 on the selected course, and exploration of the selected course. Exploration start 1053 which generates a signal to start. When the user wants to explore or use the corresponding course based on the map 1051 and the course information 1052, he or she can generate an exploration start signal by selecting an exploration start 1053.

The natural recreational forest usage guide module 102 may check whether the user has arrived at the starting point of the course selected by the user, and may provide an exploration interface screen 1060 to the user when it is confirmed whether or not the user has arrived at the starting point. The natural recreation forest use guide module 102 can check whether the user has arrived at the starting point through the recognition of the QR code located at the starting point of the course. The natural recreation forest use guide module 102 may provide a code recognition screen 1070 capable of recognizing a QR code located at the starting point of a course as shown in FIG. 11 in response to the user's signal to start exploring. The user may recognize the QR code located at the starting point through the code recognition screen 1070. If the QR code is normally recognized, the natural recreation forest usage guide module 102 may determine that the user has arrived at the starting point and provide an exploration interface screen 1060 to the user. However, it is not limited to this, and the natural recreation forest use guide module 102 recognizes the location of the user terminal 110 to check whether the user has arrived at the starting point, and when the user's arrival at the starting point is confirmed, the exploration interface screen 1060 can be provided to the user.

The natural recreational forest use guide module 102 includes a course route guide for guiding a user through a map and displaying the user's current location on the map based on the location information of the user terminal; QR scan for activating a QR code recognition screen for recognizing a QR code of at least one QR spot installed in the course; and a tree finding service for activating a photographing interface for photographing a tree located in the course. In addition, the natural recreation forest use guide module 102 includes exploration time information displaying the time required from the start of the user's exploration to the current point in time; distance information indicating movement distance information related to the route of the course; Calorie information displaying calories consumed by the user in consideration of the user's moving distance and moving time; a camera control function for activating a camera of the user terminal; a recording control function for activating a recording unit of the user terminal; And an emergency contact function supporting a phone connection to the recreational forest management office of the course may be further provided. These functions may be provided through an exploration interface screen 1060 that guides a user-selected course and provides various services related to the course, and the exploration interface screen 1060 may be configured as shown in FIG. 12 .

Referring to FIG. 12 , the exploration interface screen 1060 includes course route guidance 1061, exploration time information 1062, distance information 1063, calorie information 1064, tree search 1065, and QR scan 1066. ), camera 1067, recording 1068, and emergency contact 1069, and each function can be provided to the user.

The route guide 1061 of the course may guide the user through the entire route of the course through a map, and may track the user's off-line location and display the user's movement on the map. That is, based on the location information collected from the user terminal 110 , the user's current location may be displayed on a map included in the course route guide 1061 .

The exploration time information 1062 indicates the time required from the start of the user's exploration to the current point in time. The calorie information 1064 may display calories consumed by the user in consideration of the user's moving distance and moving time.

The course of the natural recreation forest according to this embodiment includes a plurality of QR spots. The QR spot may be a main point of a natural recreation forest course. Places with good scenery, temples, historical sites, etc. may be designated as QR spots. Referring to the route guidance 1061 of the course of FIG. 12 , it can be seen that the corresponding course includes three QR spots. Distance information 1063 displayed on the exploration interface screen 1060 represents movement distance information related to a route of a course. The distance information 1063 may represent a distance traveled by the user from the start to the present, but is not limited thereto. The distance information 1063 displayed on the exploration interface screen 1060 may mean the remaining distance from the current location to the next QR spot or the distance to the destination.

This QR spot may be a space where the user can take a break while exploring the course, and may induce the user to take a proper break. A QR code may also be placed in a QR spot. In response to the user recognizing the QR code of the QR spot through the user terminal 110, the natural recreation forest use guide module 102 may process the user as having arrived at the QR spot. The QR scan 1066 may activate the QR code recognition screen 1071 for recognizing the QR code of at least one QR spot installed on the course. That is, the QR code recognition screen 1071 for recognizing the QR code of the QR spot may be provided as the user selects the QR scan 1066. Here, the QR spot may change the color of an icon displayed on the route guide 1061 of the course before/after recognizing the user's QR code. Referring to FIG. 13 , the user may know that the current location is located close to the destination in a state where most of the exploration of the corresponding course has been performed. In addition, it can be seen that the color of the icon of the QR spot recognized by the QR code is changed while the QR codes of two QR spots are recognized and the QR code of one QR spot is not recognized.

The user can recognize the QR code of the QR spot through the QR code recognition screen 1071 as shown in FIG. 14 . In addition, the natural recreation forest usage guide module 102 may provide the user with information related to the QR spot in response to the QR code of the QR spot being recognized. As shown in FIG. 15, guide text, video, and image of the QR spot may be provided to the user. In this embodiment, information necessary for the user's course exploration and information related to the place where the QR spot is installed may be delivered through the QR spot, and it may be supported for the user to explore the course in a fun and beneficial way.

The search tree 1065 corresponds to an additional service for further increasing the fun of the user's exploration. When a user wants to check information on a tree discovered while exploring a course, the user can use the tree finder (1065) service. When the user selects the search tree 1065 of the exploration interface screen 1060, the camera 114 of the user terminal 110 is activated to capture a tree, and a photographing interface 1073 as shown in FIG. 16 is provided to the user. can On the exploration interface screen 1060, the search tree 1065 may be an icon for activating a photographing interface for photographing trees located in the course. When a user creates a tree image through the photographing interface 1073, the created tree image may be provided from the user terminal 110 to the natural recreation forest usage guide module 102. The natural recreational forest use guide module 102 may perform image analysis on the received tree image and provide information on trees included in the tree image to the user. For example, if the tree photographed by the user is a pine tree, the natural recreation forest use guide module 102 may provide information on the pine tree to the user through a pop-up window as shown in FIG. 17 .

In addition, the natural recreational forest usage guide module 102 according to the present embodiment may provide a bingo board game for finding trees. That is, it is possible to provide a game in which a bingo board is completed by finding a plurality of trees located in each course. If the tree image captured by the user through the tree search 1065 is a tree included in the tree search bingo board game, the natural recreation forest use guide module 102 displays a tree search completion message and current state through a pop-up window as shown in FIG. 18. At least one of the search tree bingo boards may be provided to the user. The tree search bingo board may be configured as shown in FIG. 19, and it can be seen that the pine trees found in FIGS. 16 and 17 are included in the tree search bingo board. In the bingo board, the tree search is completed on the board where the image is displayed, and the tree search is not completed on the board where the image is not displayed. In one embodiment, a list of what trees to find and which trees to find may be provided to the user at the starting point. These tree finder bingo board games can teach children that games can be played in nature and can spark their interest in exploring natural recreation forests. In other words, it is possible to support the progress of a pleasant natural recreational forest exploration with the family.

The natural recreation forest use guide module 102 may support generating an image by freely photographing an environment included in a natural recreation forest course. The camera 114 of the user terminal 110 may be activated through the camera 1067 of the exploration interface screen 1060, and a photographing interface 1074 as shown in FIG. 20 may be provided to the user terminal 110. Through the photographing interface 1074, a user may create an image of a surrounding environment. The image generated through the camera 114, the location of the user terminal 110, and the creation time may be provided to the natural recreation forest use guide module 102, and the natural recreation forest use site module 102 is the user terminal 110 Considering the location, it is possible to mark the point where the camera was taken on the route of the course. Referring to FIG. 13 , it can be confirmed in the route guide 1061 of the route course that a camera was taken between the first QR code spot and the second QR code spot. The image provided from the user terminal 110 , the location of the user terminal 110 , and the creation time may be mapped and stored in the database 103 .

In addition, the natural recreation forest use guide module 102 may support generation of a sound source by freely recording sound coming from an environment included in a natural recreation forest course. The recording unit 115 of the user terminal 110 is activated through the recording 1068 of the exploration interface screen 1060, and a recording interface 1075 as shown in FIG. 21 may be provided to the user. Through the recording interface 1075, the user can create a sound source by freely recording the sound of nature heard in the surrounding environment. The sound source generated by the recording unit 115, the location of the user terminal 110, and the creation time may be provided to the natural recreation forest use guide module 102, and the natural recreation forest use site module 102 may be provided to the user terminal 110 It is possible to mark the point where sound source recording was performed on the route of the course by considering the position of Referring to FIG. 13 , it can be confirmed in the route guide 1061 of the route course that recording was performed using the recording unit between the second QR code spot and the third QR code spot. The sound source provided from the user terminal 110 , the location of the user terminal 110 , and the creation time may be mapped and stored in the database 103 .

In addition, the natural recreation forest use guide module 102 provides an emergency contact 1069 that supports a telephone connection to the recreation forest management office in case of emergency. Referring to FIG. 22 , the communication unit 111 of the user terminal 110 is activated through the emergency contact 1069 of the exploration interface screen 1060, and a phone connection to the recreation forest management office may be possible. The natural recreation forest use guide module 102 can perform emergency contact with a simple input operation in an emergency situation, thereby supporting the user's safe use of the natural recreation forest.

The activity of the user according to the service provided by the above-described exploration interface screen 1060 and the result of the activity may be stored in the database 103 . For example, when the user scans a QR spot, the time at which the QR scan is performed, the result of the QR scan is mapped and stored in the database 103, and when the user performs a tree search, the time at which the tree search is performed , the result is mapped and stored in the database 103, and when taking a picture or recording a sound source, the time and result (photo, image) of performing this may be mapped and stored in the database 103.

The natural recreation forest use guide module 102 may recognize a QR code located at the destination or recognize the user's arrival at the destination based on the location information of the user terminal 110, and may complete the user's exploration. When the user's exploration is completed, route guidance 1061, exploration time information 1062, distance information 1063, and calorie information 1064 of a course corresponding to the arrival point may be stored in the database 103.

The natural recreational forest use guide module 102 may provide an interface for generating an exploration diary to a user who has completed an exploration. An expedition diary may be created based on the user's activities recorded in the database 103 . As shown in FIG. 23 , an interface for selecting an image and a sound source to be applied to the title, memo, and exploration diary may be provided, and the exploration diary is created when the user's input is completed. The exploration log is configured to include the title, memo, date of creation, exploration information, exploration route, timeline, and exploration video, and based on the user's input data and data stored in the database 103, the natural recreation forest use guide module 102 this constitutes Here, the title and memo may be data input by the user, and the exploration information may include exploration time information, distance information, and calorie information stored in the database 103 . The exploration route may be configured through route guidance of courses stored in the database 103 . The timeline may display the user's activity history by time when using the course. That is, you can display pictures and audio along time, place, and timeline. The exploration video may be an image file automatically generated based on an image captured by the user and a recorded sound source during the course exploration process. The natural recreation forest usage guide module 102 may generate an exploration video by configuring a sound source to be repeatedly reproduced in correspondence with the number of images. The created exploration diary may be stored in the database 103, and may be checked and modified through an exploration diary interface.

In addition, in response to the generation of the exploration diary, the natural recreation forest use guide module 102 may provide a badge to the user to reward the user for completing the exploration. The badge provided by the natural recreation forest use guide module 102 may be configured in various types, and the badge may be provided to the user according to the user's history of using the natural recreation forest. For example, when a natural recreation forest is used for the first time, a sanrin badge as shown in FIG. 24 may be provided, and when a natural recreation forest is used multiple times, an explorer king badge may be provided.

The created exploration diary can be checked through the exploration diary interface screen as shown in FIG. 25, and the created exploration diary can be viewed or modified as shown in FIG. 26.

The natural recreation forest use guide system 10 according to an embodiment of the present invention can recommend a natural recreation forest suitable for a user based on user information, and can support the user's use of various natural recreation forests. The natural recreation forest use guide system 10 implements a recommendation model based on users belonging to a clustered group, so that a user's taste and condition can be further reflected, and a more personalized natural recreation forest recommendation can be provided.

In addition, the natural recreation forest usage guide system 10 according to an embodiment of the present invention provides information necessary for the user's selection of a natural recreation forest, such as detailed information and course information on a searched or recommended natural recreation forest, to help the user select a natural recreation forest. can support

In addition, the guide system 10 for using a natural recreation forest according to an embodiment of the present invention can guide a selected natural recreation forest course through an exploration interface screen and provide various services that can be enjoyed by the whole family. In particular, by identifying the QR spots included in the course, information on the QR spots is provided, and through the tree finding service and the tree finding bingo game, users can be encouraged to actively and actively explore the course.

In addition, the natural recreation forest use guide system 10 according to an embodiment of the present invention can support users to remember about the natural recreation forest exploration by generating an exploration log in which an exploration history can be checked after the exploration is completed. In addition, after creating an exploration journal, a badge may be provided to the user, and motivation for additional natural recreation forest exploration may be provided.

A guide method for using a natural recreation forest according to another embodiment of the present invention is a method performed in the above-described server 100, and reference may be made to FIGS. 1 to 26 and related descriptions for a description of this embodiment.

A guide method for using a natural recreational forest according to another embodiment of the present invention includes the steps of receiving, by a server, user information from a user terminal of a user; and providing, by the server, a service environment for guiding the use of the natural recreation forest to the user terminal to the user terminal, wherein the service environment recommends at least one natural recreation forest to the user based on the user information. and guiding a course selected by the user in response to a user's signal to start exploring and providing a service related to the course.

In an embodiment, when the user is a new user, the user information includes the location, age, and gender of the user, and a recommendation target group having a similar location, similar age, and gender to the user is determined, and the recommendation target group is determined. A natural recreational forest may be recommended to the user based on the group's preference for each period.

In an embodiment, the server configures a plurality of clusters by performing user clustering on existing users, includes a plurality of recommendation models learned to recommend natural recreation forests corresponding to the plurality of clusters, and the user is an existing user. In this case, a natural recreation forest may be recommended to the user through a recommendation model corresponding to the cluster in which the user is classified.

In an embodiment, the user clustering is performed based on the user's demographic information and the user's visit history to a natural recreation forest, the recommendation model is a deep learning-based recommendation model, and the deep learning-based recommendation model is an input user It may be configured to calculate a probability value of visiting the natural recreation forest of the user in response to the user's access history to the natural recreation forest visit record, the user's demographic information, and the natural recreation forest information.

In the embodiment, guiding a course selected by the user and providing a service related to the course in response to the user's exploration start signal guides the user through a map to the route of the course of the natural recreation forest selected by the user and controls the user terminal course guidance for displaying the user's current location on the map based on the location information; QR scan for activating a QR code recognition screen for recognizing a QR code of at least one QR spot installed in the course; and providing a tree finding service for activating a photographing interface for photographing trees located in the course.

In an embodiment, guiding a course selected by the user and providing a service related to the course in response to the user's exploration start signal includes exploration time information indicating a time required from the start of the user's exploration to a current point; distance information indicating movement distance information related to the route of the course; Calorie information displaying calories consumed by the user in consideration of the user's moving distance and moving time; a camera control function for activating a camera of the user terminal; a recording control function for activating a recording unit of the user terminal; And it may include further providing an emergency contact function supporting a phone connection to the recreational forest management office of the course.

In an embodiment, the route guidance of the course, the QR scan, the tree finding service, and the exploration time information; the distance information; the calorie information; the camera control function; the recording control function; And the emergency contact function is provided through an exploration interface screen, and the natural recreation forest use guide module checks whether the user has arrived at the starting point through the recognition of the QR code located at the starting point of the course, and if the user's arrival at the starting point is confirmed The exploration interface screen may be provided.

In an embodiment, the emergency contact function may support a phone connection to the recreation forest management office of the course.

In the embodiment, guiding a course selected by the user and providing a service related to the course in response to the user's exploration start signal is to receive a tree image captured through the photographing interface from the user terminal, and to display the received tree image. It may include performing image analysis on the tree image and providing information on the tree included in the tree image to the user.

In an embodiment, guiding a course selected by the user and providing a service related to the course in response to the user's exploration start signal is a tree finding bingo board game in which a plurality of trees located in the course are found and a bingo board is completed. Further providing, when the tree image captured by the user through the tree finding is a tree included in the tree finding bingo board game, providing the user with at least one of a tree finding completion message and a tree finding bingo board in the current state. can include

In the embodiment, guiding a course selected by the user and providing a service related to the course in response to the user's exploration start signal is to store the user's activity according to the service provided on the exploration interface screen and the result of the activity in the database. and generating an exploration diary based on the user's activity recorded in the database for the user who has completed the exploration of the course.

In an embodiment, the exploration diary is configured to include an exploration video, and the exploration video may be automatically generated based on an image captured by a user and a recorded sound source during a course exploration process.

In an embodiment, guiding a course selected by the user and providing a service related to the course in response to the user's exploration start signal may further include providing a badge to the user in response to generation of the exploration diary. .

The operation by the natural recreation forest use guide method according to the above-described embodiments may be at least partially implemented as a computer program and recorded on a computer-readable recording medium. A computer-readable recording medium in which a program for implementing operations by a guide method for using a natural recreation forest according to embodiments is recorded includes all kinds of recording devices storing data readable by a computer. Examples of computer-readable recording media include a flash memory type, a hard disk type, a multimedia card micro type, and a card-type memory (e.g., SD or XD). memory, etc.), RAM, ROM, etc. In addition, computer-readable recording media may be distributed in computer systems connected through a network, and computer-readable codes may be stored and executed in a distributed manner. In addition, functional programs, codes, and code segments for implementing this embodiment can be easily understood by those skilled in the art to which this embodiment belongs. The computer program is composed of a command set that can be executed in the above-described computer, and its name may be different depending on the type of the computer. For example, when the computer is a smart phone, the computer program may be referred to as an app.

The above description is merely an example of the technical idea of the present embodiment, and various modifications and variations can be made to those skilled in the art without departing from the essential characteristics of the present embodiment. Therefore, the present embodiments are not intended to limit the technical idea of the present embodiment, but to explain, and the scope of the technical idea of the present embodiment is not limited by these embodiments. The scope of protection of this embodiment should be construed according to the claims below, and all technical ideas within the scope equivalent thereto should be construed as being included in the scope of rights of this embodiment.

10: Natural recreation forest recommendation and guidance system
100: server
110: user terminal

Claims (15)

A communication module configured to exchange data with a user's user terminal through a communication network;
a natural recreation forest use guide module configured to provide a service environment for guiding use of the natural recreation forest to the user terminal and to recommend at least one natural recreation forest to the user based on input user information; and
A server comprising a plurality of natural recreation forest information and a database in which the user information is stored. According to claim 1,
If the user is a new user, the user information includes the user's location, age, and gender;
The server, characterized in that the natural recreation forest use guide module determines a recommendation target group having a similar location, age, and gender to the user, and recommends a natural recreation forest based on the preference for each period of the recommendation target group. According to claim 1,
The natural recreation forest use guide module includes a plurality of recommendation models learned to configure a plurality of clusters by performing user clustering on existing users and to recommend natural recreation forests corresponding to the plurality of clusters,
If the user is an existing user, the server characterized in that a natural recreation forest is recommended to the user through a recommendation model corresponding to a cluster into which the user is classified. According to claim 3,
The user clustering is performed based on the user's demographic information and the user's visit record to the natural recreation forest,
The recommendation model is a deep learning-based recommendation model,
The deep learning-based recommendation model is configured to calculate a probability value of visiting the user's natural recreation forest in response to the user's access history to the user's natural recreation forest, the user's demographic information, and the user's accessibility information to the natural recreation forest information. Characterized in that, the server. According to claim 1,
The natural recreation forest use guide module,
Course route guidance for guiding a user to a course of a natural recreation forest selected by a user through a map and displaying the user's current location on the map based on the location information of the user terminal; QR scan for activating a QR code recognition screen for recognizing a QR code of at least one QR spot installed in the course; and a server providing a tree finding service for activating a photographing interface for photographing trees located in the course. According to claim 5,
The natural recreation forest use guide module,
exploration time information indicating a time required from the start of the user's exploration to a current point in time; distance information indicating movement distance information related to the route of the course; Calorie information displaying calories consumed by the user in consideration of the user's moving distance and moving time; a camera control function for activating a camera of the user terminal; a recording control function for activating a recording unit of the user terminal; and a server further providing an emergency contact function supporting a telephone connection to the recreational forest management office of the course. According to claim 6,
route guidance of the course, the QR scan, the tree finding service, and the exploration time information; the distance information; the calorie information; the camera control function; the recording control function; And the emergency contact function is provided through an exploration interface screen,
The natural recreation forest use guide module checks whether the user has arrived at the starting point through recognition of a QR code located at the starting point of the course, and provides the exploration interface screen when the user's arrival at the starting point is confirmed. Server. According to claim 7,
Characterized in that the emergency contact function supports a telephone connection to the recreational forest management office of the course. According to claim 5,
The natural recreation forest use guide module,
The server, characterized in that configured to receive a tree image captured through the photographing interface from a user terminal, perform image analysis on the received tree image, and provide information on a tree included in the tree image to a user. According to claim 5,
The natural recreation forest use guide module further provides a tree finding bingo board game in which a bingo board is completed by finding a plurality of trees located on the course,
If the tree image captured by the user through the tree finding is a tree included in the tree finding bingo board game, at least one of a tree finding completion message and a current state tree finding bingo board are provided to the user. do, server. According to claim 7,
The natural recreation forest use guide module stores the user's activities according to the service provided on the exploration interface screen and the results of the activities in a database, and provides the user who has completed the exploration of the course based on the user's activities recorded in the database. Characterized in that, the server generates an exploration log. According to claim 11,
The exploration log is configured to include an exploration video,
The exploration video is characterized in that it is automatically generated based on the image captured by the user and the sound source recorded during the course exploration process. According to claim 11,
Characterized in that, the natural recreation forest use guide module provides a badge to the user in response to the generation of the exploration diary. Receiving, by a server, user information from a user terminal of a user; and
Providing, by the server, a service environment for guiding the use of a natural recreation forest to the user terminal to the user terminal,
The service environment includes recommending at least one natural recreation forest to the user based on the user information, guiding a course selected by the user in response to the user's exploration start signal, and providing a service related to the course. How to guide. A computer program stored in a computer-readable recording medium to execute the guide method for using a natural recreation forest according to claim 14.

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