KR102533133B1 - Artificial intelligence-based gathering matching apparatus and method - Google Patents

Abstract

The present invention relates to an artificial intelligence-based meeting matching device, which includes an input unit for receiving information on a desired meeting desired by a user; And when a recommendation matching application is made in the user terminal, in response to the recommendation matching application, through recommendation matching using a pre-learned artificial intelligence model, among a plurality of study meeting information pre-stored in the study meeting DB, the desired It may include a recommendation unit for extracting and providing matching study meeting information matching information of the meeting as customized study meeting information customized to the user.

Description

AI-based meeting matching device and method {ARTIFICIAL INTELLIGENCE-BASED GATHERING MATCHING APPARATUS AND METHOD}

The present invention relates to an artificial intelligence-based meeting matching apparatus and method.

Conventionally, a learning method using a learning meeting (study meeting) has been widely used. A learning group is a group where some people gather together to learn, and it has the advantage of being able to share information and motivate in terms of learning, and to form relationships in terms of relationships, so it is widely used by people who want to learn.

However, the existing learning group composition method (hereinafter referred to as the existing method) has the following problems.

First, the existing method has a problem in that it is difficult to find a meeting suitable for each individual's situation, learning level, and inclination. In this regard, in the existing method, the meeting is organized in the form of a simple post, and at this time, important information such as possible time or schedule, meeting area or place, meeting recruiter information, information about other people is not marked or unclear In many cases, it is inconvenient for the user to check desired information. In other words, in the existing method, the majority (for example, over 90%) start study groups without knowing who they are with, and other important factors (for example, the number of studies, available time for study, region (place), target level, Current level, target job, target company, age, gender, etc.) Therefore, in the existing method, there is a high probability that a meeting is formed with people who do not fit with oneself, and there are many cases in which the meeting is broken or left in the middle.

Second, in the existing method, users have to check multiple channels frequently every day, and also go through the process of checking and contacting posts from multiple channels one by one, and there is no PUSH notification, which is inconvenient for users to check every day. there was a ham Conventionally, there are numerous existing learning group organizing channels such as Naver cafes, school communities, and other communities scattered throughout, and because of this, when a user wants to find a desired meeting, he or she has to find, search, and check each of these multiple channels. There was a problem that a lot of time was wasted in finding this desired meeting.

Third, the existing method has an inefficient aspect of the meeting process. Exemplarily, it is inefficient because various information (for example, notice, assignment, attendance check, expense settlement, etc.) is currently managed in one chat room. In addition, since the learning group is a group gathered voluntarily, there is no one to lead, and it is difficult to set a learning direction.

Therefore, the development of an efficient learning group configuration technique that can solve the above-mentioned problems is urgently required.

The background technology of the present invention is disclosed in Korean Patent Publication No. 10-2022-0046773.

The present invention is to solve the above-mentioned problems of the prior art, in the case of the existing learning meeting configuration method, it is difficult to find an optimal meeting that suits each individual's situation, learning level, and propensity, and accesses a plurality of meeting-related channels one by one. A meeting matching device capable of organizing an efficient learning meeting (i.e., a rule-based meeting matching device and artificial intelligence-based meeting matching device) and method.

However, the technical problems to be achieved by the embodiments of the present invention are not limited to the technical problems described above, and other technical problems may exist.

As a technical means for achieving the above technical problem, an apparatus for matching a rule-based meeting according to an embodiment of the present invention includes an input unit for receiving information on a desired meeting desired by a user; and when a matching application is made in the user terminal, in response to the matching request, identification of matching desired meeting information that matches the desired meeting information among a plurality of desired meeting information previously registered in the meeting DB through matching progress; and a matching management unit displaying matching result information generated based on the information of the identified matching desired group on a screen of the user terminal, wherein the matching management unit performs the matching process based on a pre-generated rule-base matching algorithm. By performing, the information of the matching hope meeting can be identified.

In addition, the information of the desired meeting includes learning information and meeting condition information as information related to the desired meeting, the learning information includes a learning field, a target learning level, and a current learning level, and the meeting condition information , a possible meeting day, a possible meeting time, a meeting frequency, a meeting method, and at least one of a possible meeting place.

In addition, the information of the desired meeting may further include propensity information, and the propensity information may include information on at least one of leadership propensity, learning propensity, and atmosphere propensity.

In addition, the rule-based matching algorithm is an algorithm generated to identify the information of the matching desired meeting by sequentially classifying the information of the plurality of desired meetings in consideration of a predetermined classification order for a plurality of classification elements. The classification element of may include a situation element, a learning level element, and a propensity element.

In addition, the matching result information includes meeting condition information of a desired matching meeting, information on matching members, and a participation selection box for selecting whether or not to participate in the matching desired meeting, and the matching management unit, in the matching result information It is detected that the user's response to the participation selection box is a participation response, but it is detected that more than a predetermined number of matching members among matching members corresponding to the matching desired meeting have responded to the participation selection box as a participation response In this case, study meeting information including matching members who responded to participate may be created and stored in the study meeting DB.

In addition, when the matching management unit detects that the user's response to the participation selection box in the matching result information is unanswered for a predetermined time limit, the information of the identified matching desired meeting among the plurality of desired meeting information. The matching progress can be restricted so that the matching progress is not made for the information of the remaining desired meeting except for .

In addition, the matching management unit re-performs the matching process when it is detected that fewer than a preset number of matching members among the matching members corresponding to the matching desired meeting have responded to the participation selection box as a response to participate. Among the information of a plurality of desired meetings previously registered in the meeting DB, information of a matching desired meeting matching the desired meeting information is re-identified, and matching result information generated based on the re-identified matching desired meeting information is It can be displayed on the screen of the user terminal.

In addition, the rule-based meeting matching device according to an embodiment of the present invention performs meeting management for the study meeting information stored in the study meeting DB, and when it is necessary to provide a notification in relation to the meeting management, the user terminal Further comprising a meeting management unit for providing a notification message related to meeting management on the screen, the meeting management may include at least one of attendance check, schedule management, file sharing, and task management in relation to study meeting information.

On the other hand, an artificial intelligence-based meeting matching device according to another embodiment of the present invention includes an input unit for receiving information of a desired meeting desired by a user; And when a recommendation matching application is made in the user terminal, in response to the recommendation matching application, through recommendation matching using a pre-learned artificial intelligence model, among a plurality of study meeting information pre-stored in the study meeting DB, the desired It may include a recommendation unit for extracting and providing matching study meeting information matching information of the meeting as customized study meeting information customized to the user.

In addition, the artificial intelligence-based meeting matching device according to another embodiment of the present invention, based on the participation activity history information of the users in each of the plurality of study meeting information pre-stored in the study meeting DB, each of the plurality of study meeting information Further comprising an analyzer for deriving activity analysis information for each event and deriving meeting characteristic analysis information through meeting analysis in consideration of the derived activity analysis information, wherein the recommendation unit considers the derived meeting characteristic analysis information to determine the personalized Study meeting information is provided, and the activity analysis information may include learning retention rate information and goal attainment rate information.

In addition, the artificial intelligence-based meeting matching device according to another embodiment of the present invention further includes a control unit for controlling an operation of the user terminal, wherein the control unit includes a direct search menu displayed on one area of a screen in the user terminal. When the user's selection is made, in response to the selection, a meeting search screen capable of searching for study meeting information desired by the user among a plurality of study meeting information pre-stored in the study meeting DB can be displayed on the screen of the user terminal. .

In addition, the control unit, in the user terminal, participation in the first study meeting information, which is any one study meeting information among the plurality of study meeting information, is completed, and the user's click on the first study meeting information for which participation is completed If it is detected that it has been made, it is possible to create a community space capable of sharing and communicating meeting-related information between members belonging to the first study meeting, which are members belonging to the first study meeting information, and provide it to the user terminal.

The above-described means for solving the problems is only illustrative and should not be construed as limiting the present invention. In addition to the exemplary embodiments described above, additional embodiments may exist in the drawings and detailed description of the invention.

According to the problem solving means of the present invention described above, by providing a meeting matching device (ie, a rule-based meeting matching device and an artificial intelligence-based meeting matching device), various problems of the existing learning meeting configuration method (ie, each individual's meeting matching device) It is difficult to find the optimal meeting that suits the situation, learning level, and inclination, it is cumbersome as you have to access a number of meeting-related channels and check the posts, and the meeting process is inefficient, etc.) , through this, it is possible to organize and proceed with an efficient learning group.

However, the effects obtainable in the present invention are not limited to the effects described above, and other effects may exist.

1 is a diagram showing a schematic configuration of a meeting matching system including a meeting matching device according to an embodiment of the present invention.
2 to 30 are diagrams showing examples of screen display of a user terminal controlled by a control unit of a meeting matching device according to an embodiment of the present invention.
31 is a diagram for explaining a candidate group storage unit provided to one area of a screen of a user terminal by a control unit of a meeting matching device according to an embodiment of the present invention.
32 is an operational flowchart for a rule base meeting matching method according to an embodiment of the present invention.
33 is an operational flowchart for an artificial intelligence-based meeting matching method according to an embodiment of the present invention.

Hereinafter, embodiments of the present invention will be described in detail so that those skilled in the art can easily practice the present invention with reference to the accompanying drawings. However, the present invention may be embodied in many different forms and is not limited to the embodiments described herein. And in order to clearly explain the present invention in the drawings, parts irrelevant to the description are omitted, and similar reference numerals are attached to similar parts throughout the specification.

Throughout the specification of the present invention, when a part is said to be “connected” to another part, it is not only “directly connected”, but also “electrically connected” or “indirectly connected” with another element in between. It also includes cases where it is "connected to".

Throughout the specification of the present invention, when a member is said to be located “on”, “above”, “on top”, “below”, “below”, or “below” another member, this means that a member is positioned “on” another member. This includes not only the case in contact with a member but also the case where another member exists between two members.

Throughout the specification of the present invention, when a part "includes" a certain component, it means that it may further include other components without excluding other components unless otherwise stated.

1 is a diagram showing a schematic configuration of a meeting matching system 100 including a meeting matching device 10 according to an embodiment of the present invention.

Hereinafter, for convenience of explanation, the meeting matching device 10 according to an embodiment of the present invention is referred to as the present device 10, and the meeting matching system 100 according to an embodiment of the present invention is referred to as the present system 100. I'm going to do it.

Referring to FIG. 1 , the present system 100 may include the present device 10 and a user terminal 20 .

The apparatus 10 uses at least one of a rule-based matching algorithm and an artificial intelligence model to obtain a meeting that best matches the user 21 (in particular, the desired meeting entered by the user). It may refer to a meeting matching device that automatically matches a meeting matching information).

This device 10 may be otherwise referred to as a meeting matching device, a rule-based meeting matching device (or a rule-based meeting matching device), and an AI-based meeting matching device. As an example, the rule-based meeting matching device is otherwise referred to as a meeting matching device (the present device 10) according to an embodiment of the present invention, and the artificial intelligence-based meeting matching device is a meeting matching device according to another embodiment of the present invention It may be otherwise referred to as a device (the present device 10).

In the present invention, 'meeting' may mean a set (group) in which a plurality of people gather to learn together to achieve the same specific subject or goal (or purpose). In the present invention, the term meeting may be referred to differently as terms such as learning meeting, study meeting, and study.

The user terminal 20 may refer to a terminal possessed by the user 21 using the device 10 . The user 21 is a user who forms a meeting using the device 10 and seeks to achieve a desired goal through the formed meeting, and may be anyone of any age or gender. The user 21 can participate in a meeting already created by other users, or he/she can create a meeting himself and recruit members to form a meeting, and also create a meeting based on members matched by a rule-based matching algorithm can participate in the meeting.

The user terminal 20 is, for example, PCS (Personal Communication System), GSM (Global System for Mobile communication), PDC (Personal Digital Cellular), PHS (Personal Handyphone System), PDA (Personal Digital Assistant), IMT (International Mobile Telecommunication )-2000, CDMA (Code Division Multiple Access)-2000, W-CDMA (WCode Division Multiple Access), Wibro (Wireless Broadband Internet) terminal, smartphone, smartpad, tablet PC, laptop, wearable It may include all types of wired and wireless communication devices such as devices and desktop PCs, but is not limited thereto.

The present device 10 may transmit and receive data by interworking with the user terminal 20 through the network 30 .

The network 30 may include, for example, a 3rd Generation Partnership Project (3GPP) network, a Long Term Evolution (LTE) network, a World Interoperability for Microwave Access (WIMAX) network, the Internet, a Local Area Network (LAN), and a Wireless LAN (Wireless). Local Area Network), WAN (Wide Area Network), PAN (Personal Area Network), Bluetooth (Bluetooth) network, NFC (Near Field Communication) network, satellite broadcasting network, analog broadcasting network, DMB (Digital Multimedia Broadcasting) network, etc. can include

In the example shown in FIG. 1, the present system 100 is illustrated as including one user terminal 20, but this is only an example to help understanding of the present invention, but is not limited thereto, and the present system 100 may include a plurality of user terminals (not shown). According to this, the present device 10 can transmit and receive data by interworking with each of a plurality of user terminals through the network 30 . In the following description of the present invention, the description of the user terminal 20 can be equally applied to the description of each of a plurality of user terminals even if the content is omitted below.

The device 10 may provide a web page, app page, program, or application related to meeting matching (or providing meeting matching service) to the user terminal 20 possessed by the user 21 using the device 10. Through this, the user 21 can use the meeting matching service provided by the device 10.

That is, the device 10 may be, for example, a device that can be implemented in the form of a program or application (app, app) installed on the user terminal 20. In other words, provided through the device 10 The meeting matching method may be implemented in the form of a program or application and provided to the user 21 through the user terminal 20 . However, it is not limited to this, and as another example, the device 10 may be provided in the form of a server capable of transmitting and receiving data with the user terminal 20, and the device 10 provided in the form of a server, It is possible to control the operation (for example, screen display) of the user terminal 20 accessing the application provided by (10). In the description with reference to FIG. 1 , the present device 10 will be described as being provided in the form of a server as an example, and in this case, the present device 10 may be otherwise referred to as a server, a meeting matching server, and the like.

In addition, in the present invention, the application (app, app) provided by the device 10 is a meeting matching service providing application, which may be referred to as this app for convenience of explanation. The device 10 may provide a meeting matching service providing platform (this platform) through the provision of this app. This app and this platform provided by the device 10 may be otherwise referred to as thumbs and the like as a learning meeting app and platform. A more detailed description of the device 10 is as follows.

2 to 30 are diagrams showing examples of screen display of the user terminal 20 controlled by the control unit 18 of the meeting matching device 10 according to an embodiment of the present invention. In other words, FIGS. 2 to 30 are diagrams for explaining a service (meeting matching service) provided by the device 10 (ie, diagrams showing implementation examples of the meeting matching service). Matters shown (described) in FIGS. 2 to 30 may be equally applied to the description of the present device 10 even if omitted below.

Referring to FIGS. 1 to 30 , the apparatus 10 may be differently referred to as a meeting matching device, a rule-based meeting matching device, or an AI-based meeting matching device as described above.

The apparatus 10 includes an input unit 11, a matching management unit 12, a meeting DB 13, a meeting management unit 14, a study meeting DB 15, a recommendation unit 16, an analysis unit 17, and a control unit ( 18) may be included.

The input unit 11 may receive information on a desired meeting desired by the user 21 from the user 21 . The user 21 may input information on a desired meeting through the user terminal 20, and the input unit 11 may receive the information.

Here, the information of the desired meeting is information related to the meeting desired by the user 21 and may include learning information and meeting condition information. In addition, the information of the desired meeting may further include propensity information.

The learning information may include a learning field, a target learning level, and a current learning level. In particular, the learning information may include information about at least one learning field, a target learning level for each learning field (that is, a target learning level for each of a plurality of learning fields input by the user), and a current learning level. Here, the current learning level may mean the user's current learning level. Also, the learning information may include target segmentation information. A description of learning information can be more easily understood with reference to FIGS. 8 to 11 .

Referring to FIGS. 8 to 11 , the field of study may mean information about a field of study of a meeting that the user 21 wants to match, that is, information about a field that the user 21 wants to study. The learning field may be divided into types such as English, certification, synthesis, computing, and activity, for example. English-type learning fields may include TOEIC, OPIC, and TOEIC Speaking. The field of study of the certification type may include computer literacy and Korean history proficiency test. Comprehensive types of learning fields may include employment (for example, personal statement, personality, NCS, etc.). Fields of study of the computing type may include programming language grammar, coding tests, and the like. Fields of study of the type of activity may include projects and the like.

The input unit 11 transmits information on up to three fields among a plurality of learning fields (for example, a plurality of learning fields such as TOEIC, OPIC, and TOEIC speaking) in relation to the learning field among the information of the desired meeting from the user 21. can be input.

The learning information may include information on a target learning level for each of at least one learning field (in particular, up to three learning fields) input by the user 21 . The target learning level may include information about at least one of a score and a grade.

When the user selects a plurality of learning fields in relation to the learning field, the input unit 11 sequentially transmits target learning level, current learning level, and target subdivision information to the user ( 21) can be input.

The learning information may be information including a goal (target learning level), a current level (ie, a current learning level), and necessary information for each field to which the user 21 wants to match.

Illustratively, referring to FIG. 8 , when the user selects three learning fields including TOEIC, OPIC, and PROJECT as learning fields, the input unit 11 first receives information on a target learning level for the TOEIC from the user 21. (For example, '990 points' as a target score) and information on the current learning level (eg, 'There is no score yet' as the current user's score) may be input. Thereafter, the input unit 11 may receive information on a target learning level and information on a current learning level from the user 21 in relation to OPIC, which is the next learning field. Thereafter, the input unit 11 may receive a target learning level, a current learning level, and target segmentation information from the user 21 in relation to a project, which is the next learning field.

For example, when the field of study is the TOEIC (score type), the input unit 11 may receive a target score as a target learning level and a current score as a current learning level from the user 21 .

If the learning field is a graded field such as OPIC, TOEIC Speaking, Korean history, computer literacy (Computer), etc., the input unit 11 receives the target grade as the target learning level from the user 21, and the current grade as the current learning level. can be input.

If the learning field is employment, the input unit 11 is target segmentation information from the user 21, for example, target employment field information (eg public corporation, large company, financial sector, other fields, etc.), target company information, hope Job information, job preparation period information, etc. may be input.

When the learning field is a programming language (language selection type), the input unit 11 receives a target learning level (for example, any one of beginner, intermediate, and advanced) from the user 21, and a current learning level (for example, beginner, intermediate, advanced, Information such as one of first-time beginners) and desired language type (for example, one of C, C#, C++, Go, and java) may be input.

When the learning field is a project, the input unit 11 may receive any one of program type, service type, and others as a project type from the user 21, and then receive target segmentation information for the project type input by the user. there is. For example, when a user selects a program type as a project type, the input unit 11 is related to target segmentation information, description information on a program to be created together, information on the type of language to be used when implementing the program, and current development (coding), which is the current learning level. ) level information can be input. When a user selects a project type as a service type, the input unit 11 is related to target segmentation information, such as description information on a service to be created together, position information to be taken on during the project (eg front end, back end, etc.), current Information on the competency level information (for example, any one of beginner, intermediate, and advanced) of the position to be assigned, which is the learning level, may be input.

The input unit 11 may receive meeting condition information from the user after receiving all of the target learning level, current learning level, and target segmentation information for each of the plurality of learning fields selected by the user.

A description of meeting condition information can be more easily understood with reference to FIGS. 12 and 13 . Referring to FIGS. 12 and 13 , meeting condition information is conditional information about a meeting desired by the user 21, which includes available days of the week, available meeting time, meeting frequency, meeting method (online or offline), and possible meeting place. may contain at least one.

The input unit 11 may select and input information about a day of the week on which the user 21 wishes to hold a meeting, among Monday, Tuesday, Wednesday, Thursday, Friday, Saturday, and Sunday, as a possible meeting day.

The input unit 11 may display an available meeting time selection screen s1 on the screen of the user terminal 20 so that the user 21 can input a possible meeting time.

In this case, the meeting available time selection screen s1 may include a time table (time table, schedule table) image generated in consideration of information on available meeting days selected by the user. The horizontal axis of the time table image may consist of information on possible meeting days selected by the user (for example, Monday, Thursday, Saturday, and Sunday), and the vertical axis of the time table image may consist of time information (for example, 24 hours). In particular, the number of columns corresponding to the horizontal axis of the time table image is set to the number corresponding to the number of available meeting days selected by the user (for example, since four days of the week including Monday, Thursday, Saturday, and Sunday are selected, four) It can be. In addition, the number of rows corresponding to the vertical axis of the time table image may be set to a total of 24 by dividing by 1 hour considering that a day is 24 hours, for example, but is not limited thereto, and may be set to a smaller number than that. may be

The user 21 may input a possible meeting time by dragging and selecting a desired (possible) meeting time slot on the time table image displayed on the screen of the user terminal 20 . That is, as shown in FIG. 12 , the information on possible meeting times input by the input unit 11 from the user 21 may be information input by the user dragging and selecting a desired meeting possible time slot on the time table image. there is. The possible meeting time may be input by the user 21 selecting a time in units of 30 minutes by dragging a time column on the time table image. In addition, the available meeting time may be input by setting the time by inputting the time for each day of the week (entering a desired time) through a time picker after the user selects a possible meeting day.

The meeting frequency is information on how many times the user 21 wants to meet each week, and any one value from 1 to 7 may be input, or information regarding irrelevance may be input. For example, if a value of 3 is input as the frequency of meetings, it may mean that the user wishes to hold meetings three times a week.

The meeting method is information about a desired method of meeting, and may be input as one of online, offline, and irrelevant.

The available meeting place is information about a place (region) where the user wants to meet, and may be input, for example, from a city, county, or gu unit to a dong, eup, or myeon unit. When the user selects a possible meeting place, the matching management unit 12 may perform matching for a meeting that overlaps with the user-selected possible meeting place.

In addition, as mentioned above, the information of the desired meeting may include propensity information. The disposition information may include information on at least one of leadership disposition, learning disposition, and atmosphere disposition. The propensity information may refer to information representing a propensity of a meeting desired by the user (preferred meeting).

The leadership disposition information may include a leader type and a follow type. When the user inputs leadership disposition information in the form of a leader, for example, the matching management unit 12 may match a meeting that requires a leader, and accordingly, the user plays the role of a leader within the matched meeting and corresponds to the corresponding meeting. You can help lead the meeting. If the user inputs the leadership disposition information in the follow type, for example, the matching management unit 12 may match a meeting where a leader exists and members conduct meeting activities under the management of the leader. Within the matched meeting, you can participate in the meeting under the management of the leader.

The learning tendency information may include a learning-oriented type and a relationship-oriented type. When the user inputs the learning tendency information in the learning-oriented type, the matching management unit 12 may match a meeting for the purpose of improving the level of learning rather than for the purpose of forming a relationship between people through a meeting, for example. When the user inputs the learning propensity information in a relationship-oriented manner, the matching management unit 12 may match a meeting for the purpose of forming a relationship between people and improving friendship, rather than improving the level of learning through a meeting, for example. there is.

The atmosphere propensity information may include an atmosphere maker type. When the user inputs the atmosphere maker type as the atmosphere propensity information, the matching management unit 12 may match a meeting to which a person who creates an atmosphere in a meeting belongs to, for example, through humor or conversation.

The input unit 11 displays an input information confirmation screen s2 on the screen of the user terminal 20 when the user 21 completes inputting learning information, meeting condition information, and propensity information in relation to information on a desired meeting. can do. Here, the input information confirmation screen s2 is a screen enabling confirmation of the desired meeting information input by the user 21, and may be as shown in FIG. 14 as an example. In addition, the information of the desired meeting may include the user's profile information, and the profile information may include information such as name, gender, date of birth, and contact information. A request button may be provided in one area of the input information confirmation screen s2.

When the matching management unit 12 detects that the user 21 clicks on the apply button after inputting the desired meeting information in the user terminal 20, the user terminal 20 applies for matching (matching application request). It can be judged that this has been done. Here, the matching application (matching application request) searches for information of other users (matching members) who have entered the same conditions (same meeting condition information, etc.) as the information of the desired meeting that the user 21 entered, and It may mean a request requesting provision of the matching result information display screen s3 including information of other users (ie, a signal requesting provision of matching result information).

Thereafter, when a matching request is made in the user terminal 20, the matching management unit 12, in response to the matching request, proceeds with matching so that the user inputs information on a plurality of desired meetings pre-registered in the meeting DB 13. (ie, inputted through the input unit) information on a matching desired meeting that matches the information on the desired meeting is identified, and matching result information generated based on the identified matching desired meeting information is displayed on the screen of the user terminal 20. can be displayed on At this time, matching result information may be the same as that shown in FIG. 16 as an example.

That is, the matching management unit 12 may display the matching result information display screen s3 including the matching result information on the screen of the user terminal 20 as shown in FIG. 16 .

At this time, information on a plurality of desired meetings registered in the meeting DB 13 may mean information on desired meetings uploaded (registered) by a plurality of users using the apparatus 10 . Since the description of the information of the meeting of hope has been explained in detail above, duplicate descriptions will be omitted.

Referring to FIG. 16, the matching result information included in the matching result information display screen s3 includes meeting condition information of the matching desired meeting, information on matching members, and a participation selection box for selecting whether or not to participate in the matching desired meeting. can include Here, the participation selection box may include a participation button and a matching cancellation button.

According to this, the matching management unit 12 displays the matching result information display screen s3 on the screen of the user terminal 20, so that the conditions matching the information of the meeting desired by the user 21 input by the user 21 of the meeting desired. The information of some other users (that is, some of the plurality of users using this device) entered as information can be checked as matching member information, and a meeting that matches the information of the desired meeting entered by the user himself. It is possible to check the condition of (that is, meeting condition information). That is, the matching management unit 12 displays information of matching members in the matching result information display screen s3 by the user 21 through the display of the matching result information display screen s3, and the information of the desired meeting input by the user 21. It is possible to check who other users wish to have a meeting with the same conditions as, and through this, to create a meeting which users (other users, members) belong to the meeting (study meeting) to which the user belongs. You can check it in advance.

After the matching result information display screen s3 is displayed on the screen of the user terminal 20, the matching management unit 12 sets a predetermined time limit (for example, 48 hours) from the time when the matching result information display screen s3 is displayed on the screen. In the matching result information, the user 21 can be controlled to input a response to the participation selection box in the matching result information (ie, to select and input the participation button or to select and input the matching cancellation button).

To this end, the matching management unit 12 may generate a matching notification message for confirming matching result information and provide it to the user terminal 20 when matching is completed (ie, when matching information of a desired meeting is identified). there is. At this time, the matching management unit 12 may provide a matching notification message in the form of a pop-up through a push on the screen of the user terminal 20 as shown in FIG. 3 as an example, or a text message or Kakao Notification Talk. can be provided in the form At this time, the matching notification message is illustratively [Matching in the field of 'TOEIC' has been completed. Shall we check what kind of people they are with?] and so on. The matching manager 12 may display a matching result information display screen s3 on the screen of the user terminal 20 in response to the user's click input for the matching notification message.

After the user 21 receives the matching notification message from the device 10 (or after the matching result information display screen s3 is displayed on the screen of the user terminal 20), a preset time limit (eg 48 hours) ), you can express your intention about whether to join the matched meeting, or whether to cancel the matching and proceed with a new match. At this time, if the user 21 does not express his/her intention within a preset time limit, the next matching may not proceed, and a certain penalty may be imposed on the user terminal 20 . If, among the matched members (ie, matching members), if a predetermined number (for example, 4 people) or more express their intention to participate, the device 10 may proceed with creating a meeting (study meeting), and then the created After selecting a temporary leader for a meeting (study meeting), the selected temporary leader can control the operation of the meeting.

In other words, the matching management unit 12 detects that the response of the user 21 to the participation selection box in the matching result information is a response to participate, but among the matching members (eg, 5 people) corresponding to the matching desired meeting. When it is detected that a predetermined number (eg 4) or more matching members have made a response to the participation check box as a participation response, study meeting information including matching members who responded to participate is generated and the study meeting DB ( 15) can be stored. At this time, the generated study meeting information may mean information about a study meeting generated to correspond to the matching result information. Here, the participation response may be made by the user clicking (selecting) the participation button in the participation selection box.

If, after the matching result information display screen s3 including the matching result information is displayed on the screen of the user terminal 20, the matching management unit 12 displays the matching result information display screen s3 of the user terminal 20. If it is detected that the user's response to the participation selection box in the matching result information is non-response for a predetermined time limit (eg 48 hours) from the time displayed on the screen, a penalty is imposed on the user terminal 20, and For example, control so that matching for other meetings does not proceed during a preset penalty time period (eg, 36 hours) from the time when the preset time limit has elapsed (ie, control so that no matching progresses during the penalty time period) can That is, when the matching management unit 12 detects that there is no response as the user 21 does not select to participate or cancel matching as a response to the participation selection box during the preset time limit, for the preset penalty time period. The user terminal 20 may limit the matching process so that the matching process is not performed for information on the remaining meeting desired except for the information on the identified matching meeting desired among the information on the plurality of meeting desired.

The user 21 may input information on whether to participate in the identified matching desired meeting through a response to the participation selection box.

In addition, when the matching management unit 12 detects that only matching members of less than a preset number (eg, 4) among matching members corresponding to a matching desired meeting have made a response to the participation selection box as a response to participate ( That is, when only 3 or fewer members respond to participate), the above matching process can be re-performed (ie, re-matching is performed), and through re-execution, a plurality of requests previously registered in the meeting DB 13 can be performed. Among the meeting information, matching desired meeting information that matches the desired meeting information may be re-identified, and matching result information generated based on the re-identified matching desired meeting information may be displayed on the screen of the user terminal 20. there is.

The matching management unit 12 may perform re-matching when only matching members less than a predetermined number participate among matching members, and notify the user terminal 20 of progress information related to the progress of re-matching. If the user 21 does not make any response to the participation selection box for a predetermined time limit (eg, 48 hours) (ie, selects the participate button or does not select the matching cancel button), the matching management unit ( 12) may determine whether to generate a study meeting (ie, a study meeting corresponding to matching result information) by considering that the corresponding user 21 has pressed the cancel matching button.

When matching is performed, the matching management unit 12 performs the matching based on a pre-generated rule-based matching algorithm, thereby identifying the information of the matching desired group.

Here, the rule-based matching algorithm sequentially classifies the information of a plurality of desired meetings registered in the meeting DB 13 according to the preset classification rank in consideration of the preset classification rank for a plurality of classification elements, thereby achieving the matching It may refer to an algorithm generated to identify information of a meeting of interest. Here, the plurality of classification elements may include, for example, a situation element, a learning level element, and a propensity element.

Here, the situation element may refer to information (elements) including meeting condition information in the above-described desired meeting information and learning fields in learning information. That is, the situational element may include a learning field, a possible meeting day, a possible meeting time, a meeting frequency, a meeting method, and a possible meeting place. The learning level element may refer to information (elements) including a target learning level and a current learning level among the information (items) included in the learning information in the information of the above-mentioned hope meeting. That is, the learning level element may include a target learning level and a current learning level. The propensity element may refer to information (elements) including propensity information in the above-described information of the desired meeting. That is, the disposition factor may include a leadership disposition, a learning disposition, and an atmosphere disposition.

The classification order of the plurality of classification elements may be preset, for example, to have a situation factor first, a learning level factor second, and a propensity factor third. In other words, the plurality of classification elements may include a situation element in which the classification rank is set to the first rank, a learning level element in which the classification rank is set to the second rank, and a propensity element in which the classification rank is set to the third rank. can

According to this, when the matching management unit 12 proceeds with matching based on the pre-generated rule-based matching algorithm, i) first considers the situation element having the first priority in the classification order, and selects a plurality of hopes previously registered in the meeting DB 13. Among the information of the meeting, the information of the desired meeting that is matched with the information corresponding to the situational element in the information of the desired meeting input by the user 21 (ie, meeting condition information and information on the learning field) is first classified and identified, , and then ii) information corresponding to the learning level element in the information of the desired meeting input by the user 21 among the information of the first classified matching hope meeting, considering the learning level element with the second priority in the classification order (ie, the target Learning level and information on the current learning level) are identified by secondary classification of matching hope group information, and then iii) information of matching hope group classified secondary by considering the propensity factor that ranks third in classification. Among the information of the desired meeting input by the user 21, the information corresponding to the propensity element (ie, leadership propensity, learning propensity, and atmosphere propensity) and matching desired meeting information matched with the third classification are identified. can Through this, the matching management unit 12 generates matching result information based on the information of the matching desired meeting identified through the tertiary classification, and displays the matching result information display screen s3 including the generated matching result information in FIG. 16 . As shown in, it can be displayed on the screen of the user terminal 20.

That is, the above-described rule-based matching algorithm, subject to the main elements of group formation, is classified into first classification (classification based on situation factors), second classification (classification based on learning level factors), and third classification (classification based on propensity factors). ) in sequence, it may refer to an algorithm that automatically identifies and matches information on a meeting desired that matches the information on a meeting desired by the user 21.

On the other hand, as described above, the matching management unit 12, when a predetermined number (for example, 4) or more matching members among the matching members corresponding to the matching desired meeting set the response to the participation selection box as a participation response, Study meeting information including matching members who responded to participate may be created and stored in the study meeting DB 15 .

The meeting management unit 14 performs meeting management for the study meeting information stored in the study meeting DB 15, and when it is necessary to provide a notification in relation to the meeting management, a meeting management related message is displayed on the screen of the user terminal 20. A notification message can be provided.

At this time, meeting management may include at least one of attendance check, schedule management, file sharing, task management, and participation activity history management in relation to study meeting information.

A plurality of study meeting information can be stored and managed in the study meeting DB (15). Here, the plurality of study meeting information stored in the study meeting DB 15 is a first type of study generated by performing matching progress (automatic matching progress) with a rule-based matching algorithm based on the information of the desired meeting input by the user It may include meeting information, second type study meeting information generated through meeting creation by other users, and third type study meeting information generated through meeting creation by the user 21, these three can be classified by type.

On the other hand, as mentioned above, the input unit 11 can receive information on a desired meeting desired by the user 21 .

At this time, the recommendation unit 16, when a recommendation matching request is made in the user terminal 20 after receiving the information of the desired meeting from the user 21, the previously learned artificial intelligence (Artificial Intelligence) in response to the recommendation matching request ) Matching study meeting information that matches the desired meeting information among a plurality of study meeting information pre-stored in the study meeting DB 15 through recommendation matching progress using the model as customized study meeting information customized for the user 21 can be extracted and provided.

Here, the recommendation matching request (recommended matching application request) is the same condition as the information of the desired meeting entered by the user 21 among a plurality of study meeting information stored in the study meeting DB 15 (for example, the same meeting condition information, etc.), and may mean an application requesting provision of the found study meeting information as matching study meeting information or custom study meeting information.

Analysis unit 17, activity analysis information for each of the plurality of study meeting information based on the participation activity history information of users (members) in each of the plurality of study meeting information pre-stored in the study meeting DB (15) and meeting characteristic analysis information may be derived through meeting analysis in consideration of the derived activity analysis information.

Here, the activity analysis information may include learning retention rate information and goal attainment rate information. That is, the analysis unit 17 may derive learning retention rate information and target achievement rate information for each of a plurality of study meeting information as activity analysis information. Here, the learning retention rate information is, for example, the first retention rate information set in proportion to the duration of the study meeting corresponding to the study meeting information (ie, the duration of the study meeting), and within the study meeting corresponding to the study meeting information Second retention rate information set in consideration of the number of members may be included.

Here, the second retention rate information may mean information on how much the members in the study group are maintained. As an example, the second retention rate information of the first study meeting information, which is any one study meeting information among a plurality of study meeting information, can be derived based on the formula "((E-N) / X) * 100 = X". Here, S is the number of members at the time of creation of the first study meeting corresponding to the first study meeting information (ie, the number of existing members), E is the number of members at the end of the meeting of the first study meeting (ie, the total at the end of the meeting number of members), N may mean the number of additional members introduced during the maintenance period of the first study meeting (ie, the number of new customers added), and X may mean second retention rate information. Exemplarily, at the time of creation of the first study meeting, the number of existing members is 6, and the first study meeting is a meeting that has been maintained for 2 months. At this time, during the maintenance period of the first study meeting, one existing member leaves the meeting ), and the number of additional members introduced during the maintenance period of the first study meeting is 5, and accordingly, when the total number of members is 10 at the end of the meeting, the second retention rate information of the first study meeting is "((10-5 ) / 6) * 100 = 83.3 ", it can be derived as a value of 83.3%.

The first retention rate information of the first study meeting information is proportional to the period during which the first study meeting was maintained (ie, the period information from the time the first study meeting was created to the time it ended, the duration of the study meeting) It may mean information set by Exemplarily, the first retention rate information is 10% if the duration of the first study meeting is less than 2 weeks, 20% if it is 2 weeks or more and less than 1 month, 30% if it is 1 month or more and less than 2 months, 2 months or more 3 months If less than 40%, … , 90% for 8 months or more and less than 9 months, 99% for 9 months or more, and the like. However, this numerical example is only an example to help understanding of the present invention, but is not limited thereto, and specific numerical setting values can be set and changed to various values by the administrator who manages the device 10. there is.

The goal achievement rate information of the first study meeting information is target level information in which members belonging to the first study meeting information are preset in the first study meeting information when the first study meeting corresponding to the first study meeting information is ended (That is, target learning level information) may indicate ratio information for a level achieved. For example, if the total number of members belonging to the first study meeting information is 40, and all 40 people have achieved the target learning level information, the target achievement rate information of the first study meeting information may be derived as 100%. As another example, if only 30 out of 40 total members achieve the target learning level information, the target achievement rate information may be derived as 75%.

In this way, the analysis unit 17 may derive activity analysis information (ie, learning retention rate information and target achievement rate information) for each of a plurality of study meeting information within the study meeting DB (15). Thereafter, the analysis unit 17 may perform meeting analysis (meeting characteristic analysis) in consideration of the activity analysis information derived for each of the plurality of study meeting information, and through this, the characteristics of the meetings stored in the study meeting DB 15 Analysis information (ie, meeting characteristic analysis information) may be derived.

At this time, the analysis unit 17 may perform a meeting analysis (meeting characteristic analysis) by learning and analyzing, for example, activity analysis information derived for each of a plurality of study meeting information using the above-described artificial intelligence model.

Here, the meeting analysis (meeting characteristics analysis) is, for example, an analysis performed on study meeting information having a value equal to or greater than a predetermined activity analysis value among a plurality of study meeting information pre-stored in the study meeting DB 15, In particular, it may refer to a process of analyzing at least one of characteristics, commonalities, and relationships of study meeting information having a value equal to or greater than a preset activity analysis value. At this time, the study meeting information having a value equal to or greater than the preset activity analysis value may illustratively refer to study meeting information in which each of the learning retention rate information and the goal achievement rate information is derived as a value of 70% or more, for example. According to this, the analysis unit 17 uses an artificial intelligence model to determine the commonalities (characteristics, relationships) of meetings with a high learning retention rate and goal achievement rate (ie, study meeting information having a value greater than or equal to a preset activity analysis value) can be derived as meeting characteristic analysis information, and this meeting characteristic analysis information can be considered (utilized) when recommendation matching is performed.

Here, the artificial intelligence model may mean a deep learning model, an artificial intelligence (AI) algorithm model, a machine learning (machine learning) model, a neural network model (artificial neural network model), a neuro fuzzy model, and the like. These artificial intelligence models are, for example, convolutional neural networks (Convolution Neural Network, CNN), recurrent neural networks (RNN, Recurrent Neural Network), deep neural networks, etc. A neural network model may be applied.

The artificial intelligence model considered in the present invention is, for example, a plurality of study meeting information pre-stored in the study meeting DB 15, activity analysis information derived for each study meeting information, and a plurality of previously registered in the meeting DB 13 It is an artificial intelligence model pre-learned by using the information of a group of hopes as an input value. In particular, based on this learning, when new information of a group of hopes is input from a user, the member (other user) with the matching condition It may refer to an artificial intelligence model pre-learned to derive at least one of information, study meeting information having conditions matching therewith, and study meeting information having conditions matching therewith but having a high activity analysis value as an output value.

The recommender 16 may extract customized study meeting information (ie matching study meeting information) in consideration of the activity analysis information derived for each of a plurality of study meeting information and provide the extracted information to the user terminal 20 . For example, when a recommendation matching application is made in the user terminal 20, the recommendation unit 16 extracts matching study meeting information matching the desired meeting information among a plurality of study meeting information in the study meeting DB 15, After sorting the extracted matching study meeting information in the order of highest activity analysis value (ie, the value of learning retention rate information and the value of goal attainment rate information), a preset number (eg 3) of the sorted matching study meeting information It is possible to provide the upper matching study meeting information as much as the user terminal 20 as custom study meeting information.

The user terminal 20 provides detailed information of each custom study meeting information as shown in FIG. 21, for example, for each of the custom study meeting information (for example, three matching study meeting information) provided by the recommendation unit 16 It can be checked, and it is possible to participate in the study meeting by applying for participation in at least one custom study meeting information of the custom study meeting information. At this time, the participation application may be made through a user's click (selection) input on the participation application button provided in one area of the detailed information of the customized study meeting information. In the present invention, the personalized study meeting information provided by the recommendation unit 16 may be referred to differently in terms of personalized recommendation study meeting information.

The control unit 18 may control the operation of each unit in the device 10. In addition, the control unit 18 can control the operation of each of a plurality of user terminals including the user terminal 20 interlocked with the device 10 through the network 30 (for example, a screen display operation).

According to the foregoing, as shown in FIG. 2 , the device 10 proceeds with matching using a rule-based matching algorithm and proceeds with recommendation matching using an artificial intelligence model, and the situation input by the user 21 (user's situation), learning level and inclination can be automatically matched. That is, when the user 21 inputs information about a desired meeting, the device 10 can automatically identify/extract information about a meeting that matches (matches) it and matches it to the user. Information on a desired meeting input by the user 21 may mean information necessary for organizing a meeting desired by the user.

In addition, in the present device 10, the matching management unit 12 provides a matching result information display screen s3 including matching result information, so that the user 21 starts a meeting (ie, actually participates in the meeting) Before performing the activity), it is possible to check in advance which people have been matched (i.e., with which people the meeting will be held), and to decide whether or not to participate in the meeting (whether or not to proceed) based on the identified information As can be done, it is possible to increase the satisfaction of the meeting composition by organizing a meeting with people who are suitable for oneself, and to reduce the possibility of the meeting being broken or leaving in the middle.

In addition, referring to FIG. 3, the present device 10 can automatically match a meeting that meets the conditions by simply inputting simple information (ie, information of a desired meeting), and matching progress (or recommendation) Matching progress) related information (ie, a matching notification message) may be provided as a push notification. This device 10 provides a push notification for a matching notification message, so that the user 21 finds a meeting he/she wants, as in the existing learning meeting configuration method (ie, the existing method). Convenience can be provided by being able to receive and check matched result information through the provided matching notification message without having to perform a process of checking and contacting multiple channels one by one (no hassle).

Referring to FIG. 4, the device 10 not only provides a meeting matching function, but also provides a meeting management function (eg, attendance check, schedule management, file sharing, task management, participation activity history management, etc.), It is possible to increase the convenience and efficiency of the study meeting, and to make the meeting progress smoothly and efficiently.

Referring to FIG. 5 , by providing a meeting matching service, the device 10 may allow the user 21 to more conveniently find a meeting that best suits him or her. Compared to the existing learning meeting organization method (existing method), this device 10 reduces the time consumed for meeting organization (information input time, etc.) by about 97%, and the meeting organization period (ie, matching search time) can be reduced by about 71%. In addition, the present device 10 can improve the level of learning retention rate and target achievement rate compared to the conventional method. This device 10, for example, can reduce the cost and shorten the period when young people enter society, enable burden-free learning for low-income and vulnerable groups, and contribute to the creation of talents with application and creativity There is, and it can be possible to overcome the difference in learning environment between the province and the metropolitan area.

When accessing the device 10 for the first time, the user terminal 20 may proceed with membership registration as shown in FIG. 6 , for example, in order to receive a meeting matching service provided by the device 10 . The user terminal 20 may perform membership registration through input of a phone number or the like.

In the present device 10, the user terminal 20 can apply for matching to the present device 10 by performing the process of step 1 to step 4 shown in FIGS. 7 to 15, for example. there is. The detailed description of the matching application process is as follows.

Referring to FIGS. 7 to 15 , in order to apply for matching, the user terminal 20 may first input personal information as shown in FIG. 7 (step 1). At this time, personal information may include name, gender, date of birth, phone number (contact number), and the like. The user terminal 20 may be able to input personal information through linkage with social media (for example, KakaoTalk, etc.).

Next, the user terminal 20 may input learning information as shown in FIGS. 8 to 11 (step 2). At this time, the learning information may include information such as a learning field, a target learning level, and a current learning level, as described above.

Next, the user terminal 20 may input meeting condition information as shown in FIGS. 12 and 13 (step 3).

Next, as shown in FIG. 14, the user terminal 20 can check the information it has input (information on the desired meeting) (step 4). At this time, when the user terminal 20 selects each part (for example, each part such as profile, learning information, meeting condition information, etc.) can move to At this time, the user terminal 20 can select the apply button if there is no modification after checking the information of the desired meeting, and if the user's selection input for the apply button is made, the matching request can be completed, and then the matching request A matching application completion screen indicating that this has been completed may be displayed on the screen as shown in FIG. 15 .

After the matching application is completed, the matching management unit 12 in the device 10 searches (searches) for matching desired meeting information that matches the desired meeting information input by the user based on the rule-based matching algorithm. Thus, it is possible to identify the information of the matching hope meeting. Thereafter, the matching management unit 12 displays a screen including matching result information generated based on information on a matching desired meeting (ie, a matching result information display screen s3) to the user terminal 20 as shown in FIG. 16 . can be displayed on the screen. At this time, as described above, the user terminal 20 receives the matching result information display screen s3 including the matching result information, and then joins the matched meeting within a preset time limit (eg 48 hours). Expression of intention as to whether to do so or to cancel matching and proceed with new matching can be performed through input into the participation selection box.

Also, referring to FIGS. 17 and 18 , the controller 18 may provide a matching status inquiry screen s4 and a recommended meeting confirmation screen s5 to the user terminal 20 .

The matching status inquiry screen s4 may refer to a screen through which a progress status of a matching application made in the user terminal 20 can be inquired. The user terminal 20 enables the user 21 to check the matching application information in detail through the provision of a matching status inquiry screen s4, and in relation to each learning field input by the user, each part within each learning field Detailed information (for example, detailed information for each part such as a target learning level input by a user, a current learning level, meeting condition information, etc.) can be modified. The user terminal 20 may stop or cancel ongoing matching through the matching status inquiry screen s4, and may apply for the canceled matching again.

The matching status inquiry screen (s4) can be a screen that can inquire the matching status for each of the plurality of learning fields entered when the user inputs a plurality of learning fields as learning fields when inputting information of a desired meeting. there is. At this time, the matching status inquiry screen s4 may display matching status information for each of a plurality of learning fields input by the user differently according to the type of matching progress status (matching progress status). Here, the matching progress status may be divided into four types including matching in progress, matching complete, paused, and matching failure. For example, on the matching status inquiry screen s4, the matching status information of the learning field in which the matching progress is in the matching complete state is displayed as a red icon as shown in FIG. 17, and the matching of the learning field in the matching failure state. Current status information may be displayed as a bold black icon. When it is detected that the user has selected the matching status information of the learning field in the matching status completion state on the matching status inquiry screen s4, the control unit 18 responds to the matching completion page as shown in FIG. 16 (ie, matching The result information display screen (s3) may be displayed on the screen of the user terminal 20 .

The recommended meeting confirmation screen s5 may refer to a screen displaying customized study meeting information provided by the recommendation unit 16 . The recommendation unit 16 provides (recommends) study meeting information (matching study meeting information) that matches the desired meeting information entered by the user among a plurality of study meeting information to the user through the recommended meeting confirmation screen s5. there is. After the custom study meeting information is provided to the user terminal 20 by the recommendation unit 16, the control unit 18 provides any one study meeting information from among a plurality of pieces of study meeting information corresponding to the customized study meeting information in the user terminal 20. When it is detected that a user's click has been made on, in response to the click, a screen for checking detailed information of any one study meeting information clicked by the user can be provided as shown in FIG. 21 .

In addition, the control unit 18 shows a meeting search screen s6 for allowing the user to find (search) desired study meeting information among a plurality of study meeting information stored in the study meeting DB 15 as shown in FIG. 19 and FIG. As shown in FIG. 20 , it can be displayed on the user terminal 20 .

The user terminal 20 may participate in a matched meeting through a matching application and a recommended matching application, but may also find and participate in a desired meeting on the meeting search screen s6.

At this time, the meeting search screen s6 may include a plurality of learning field selection items for selecting a learning field through left and right slides. When the user terminal 20 detects a user's selection input for any one of the plurality of learning field selection items, the control unit 18 determines any one learning field selection item selected by the user in response to the selection input. A list of study meeting information related to can be displayed on the screen of the user terminal (20).

Also, the meeting search screen s6 may include a filter button. The filter button filters (extracts) study meeting information that matches the condition entered by the user by entering the conditions of the study meeting that the user 21 wants to search among a plurality of study meeting information stored in the study meeting DB 15. It may mean a button that enables exposure (expression) on the screen of the user terminal 20 .

The filter button may include a plurality of items related to a learning field, a meeting method, a meeting frequency, a meeting available day, number of people, an offline area, a job field, a score target, a grade target, and a level target. The user terminal 20 may press the Apply button after inputting search requirements (filtering conditions) for an item related to a meeting desired to be searched among a plurality of items in the filter button. In this case, the control unit 18 Study meeting information that matches the search requirements entered by the user through the filter button may be extracted from the study meeting DB 15 and provided to the screen of the user terminal 20 as a list.

In addition, the meeting search screen (s6) has a sort button that allows the list of study meeting information matching the search requirements entered in the filter button to be sorted, for example, in order of latest, old, popular, recommended, accuracy, etc. can include The user terminal 20 may directly search for a desired meeting through the meeting search screen s6.

In addition, the control unit 18, when the user's selection input for any one study meeting information among the custom study meeting information provided by the recommendation unit 16 is made, for example, any one study meeting information in which the user's selection input was made Detailed information about can be displayed on the screen of the user terminal 20 as shown in FIG. 21, for example. In addition, when a selection input for a meeting searched by the user is made on the meeting search screen s6, the controller 18 may display detailed information on the selected meeting as shown in FIG. 21 . That is, when the user selects a specific meeting in the recommended meeting or direct meeting search, the control unit 18 may provide a screen for viewing detailed information of the selected meeting to the user terminal 20 in response to the user, through which the user After checking the detailed information of the selected meeting, the terminal 20 may determine whether or not to join the meeting and apply for joining (ie, requesting participation).

In other words, the control unit 18, when the user selects (clicks) input on the first study meeting information that is any one study meeting information among a plurality of study meeting information stored in the study meeting DB 15, responds to the selection input. In response, detailed information corresponding to the first study meeting information (ie, detailed information of the first study meeting information) may be displayed on the screen of the user terminal 20 as shown in FIG. 21 . At this time, the detailed information corresponding to the first study meeting information may include a participation application button, and when the user 21 selects (clicks) an input on the participation application button, the user 21 selects the first study meeting Belong to and can participate in and be active in the meeting.

Detailed information of the first study meeting information includes introduction information of the first study meeting, member information belonging to the first study meeting, meeting condition information of the first study meeting (eg, maximum number of meetings, current number of people, meeting method, Learning information, meeting place information, meeting time information, etc.) may be included.

In addition, referring to FIGS. 22 and 23, the meeting manager 14 may store (register) and manage the meeting creation information generated by the user terminal 20 in the study meeting DB 15 as study meeting information. In this case, the meeting creation information may be information generated by inputting learning information in the user terminal 20, inputting meeting conditions, inputting meeting introduction information, and then clicking a registration completion button. Here, the meeting conditions input when generating the meeting creation information may include maximum number of meeting information, meeting method information, available day of the week information, regular meeting time information, adjustable time information, meeting area information, and meeting area description information. there is. In addition, the meeting introduction information input when generating the meeting creation information is introduction information related to the meeting to be created, and may include information such as a meeting name, an introduction, a tag, a thumbnail, and member disclosure. Thumbnail information may be registered (applied) by randomly selecting one of a plurality of pre-registered thumbnail images as an example as a default setting value, but is not limited thereto, and is selected by the user 21 or uploaded The thumbnail image may be registered (applied). In addition, after the control unit 18 has completed storing (registering) the meeting creation information generated in the user terminal 20 as study meeting information in the study meeting DB 15, for example, a guide for an open chat room necessary for meeting communication You can check and create an open chat room for meeting communication so that you can register.

Referring to Figure 24, the control unit 18 is a 'my study list display screen (s7)' displaying a list of meetings created in the user terminal 20 or meetings participated in the user terminal 20 to the user terminal 20 can provide The user terminal 20 can check detailed information about each of the meetings they created or the meetings they belong to, through my study list display screen (s7), and the announcement information in each meeting and members participating in each meeting Information can be checked, and participation members can be managed in each meeting.

Referring to FIG. 25 , the control unit 18 provides a checklist function capable of managing and checking whether or not a given mission is performed in the meeting in relation to a meeting participated in by the user terminal 20, and communication between members belonging to the meeting. Various functions, such as a communication function (chat function) and a meeting schedule management function capable of checking and managing meeting schedule information made in a meeting, may be provided to the user terminal 20 .

Referring to FIG. 26 , the controller 18 may provide the user terminal 20 with a community space where the user 21 can communicate with other members in the meeting in relation to the meeting in which the user 21 has participated. Here, the community space may refer to a space in which members (users) belonging to a corresponding meeting can share meeting-related information related to the meeting in the form of a bulletin board and communicate by posting comments.

Referring to FIGS. 27 and 28 , the controller 18 may provide a My Page management screen to the user terminal 20 . The user 21 of the user terminal 20 is provided with notification news related thereto when there is a new match or news through the My Page management screen, and can check the details (notification news details). In addition, on the My Page management screen, the user terminal 20 not only checks the notification news, but also the application history information for the meeting that the user 21 has applied for (participation application), the study meeting information that the user has desired, and the recently viewed study It is possible to check meeting information, information on a meeting that has ended in relation to a meeting in which the user has participated (ie, information on a study meeting that has ended), and the like.

29 and 30, the control unit 18, for example, in a state in which the user 21 has completed participation with respect to first study meeting information among a plurality of study meeting information, the first information in which the user 21 has completed participation When it is detected that an input for selecting information of a first member, which is any one member among a plurality of members belonging to the study group, is made in the user terminal 20, the user 21 selects the first member in response to the selection. Member information may be displayed on the screen of the user terminal 20 .

Here, the member information of the first member may include profile information of the first member, meeting activity information, received praise information, received evaluation information, and the like. In this case, the profile information may include the first member's age, introduction information, name, and the like. The meeting activity information is information related to a meeting in which the first member is participating, and may include information about a meeting in which the first member is currently active, information on a meeting that the first member has participated in and has ended, and the like. The received praise information may mean praise information received by the first member from other users. The received evaluation information may refer to evaluation information received by the first member from other users. Here, the evaluation information may include positive evaluation information and negative evaluation information.

In addition, the user terminal 20 may, for example, report the first member, and may also input positive evaluation information and negative evaluation information about the first member.

In the above description, the first member may mean any one of a plurality of users using the device 10 . Therefore, the description of the first member can be equally applied to the description of each of the plurality of users, even if the content is omitted below. In addition, the description of the user 21 in the present invention can be equally applied to the description of each of a plurality of users even if the content is omitted below.

In addition, similarly, in the above description, the description of the first study meeting information can be equally applied to the description of each of a plurality of study meeting information, even if the content is omitted below. This device 10 can lead a new learning culture and have a positive impact on society. In addition, the device 10 may further provide the following functions in addition to the various functions described above.

The control unit 18 may control the operation (for example, screen display) of the user terminal 20 . When the user 21 selects the direct search menu displayed on one area of the screen on the user terminal 20, the control unit 18 selects a plurality of study meetings pre-stored in the study meeting DB 15 in response to the selection. Among the information, a meeting search screen s6 capable of searching for study meeting information desired by the user may be displayed on the screen of the user terminal 20 .

As an example, the control unit 18 allows the user 21 to select study meeting information desired by the user 21 among a plurality of study meeting information pre-stored in the study meeting DB 15 through the device 10 as shown in FIG. 19 In determining whether to participate in a specific study meeting (ie, whether to apply for participation or not) by searching directly on the meeting search screen (s6) as shown in and checking and comparing a plurality of study meeting information, a number of A candidate group storage unit 50 may be provided to provide convenience in comparison between study meeting information, which may be more easily understood with reference to FIG. 31 .

31 is a diagram for explaining the candidate storage unit 50 provided to one area of the screen of the user terminal 20 by the control unit 18 of the meeting matching device 10 according to an embodiment of the present invention.

Referring to FIG. 31, the user 21 inputs search requirements (filtering conditions) for study meeting information he/she wants to search on the meeting search screen s6 displayed on the screen of the user terminal 20, and clicks the Apply button You can make a search request by pressing .

Accordingly, the control unit 18 responds to the search request made by the user terminal 20, and among the plurality of study meeting information pre-stored in the study meeting DB 15, a plurality of matching information of study meetings matched with the desired meeting information By extracting the study meeting information (41, 42, 43, ...), a list including the extracted plurality of matching study meeting information (41, 42, 43, ...) is displayed on the screen of the user terminal 20 as a search result can

The user 21 checks and compares matching study meeting information (41, 42, 43, ...) through the list provided, and among them, the user 21 likes the most favorite study meeting information (for example, at least one Matching study meeting information) and click the Apply for Participation button to participate (join) the study meeting and perform meeting activities.

At this time, in the final selection of at least one study meeting information that the user 21 likes the most among a plurality of matching study meeting information (41, 42, 43, ...) included in the list, several candidate information of interest (ie, , candidate interest matching study meeting information), there may be cases in which information is finally selected.

To this end, the present device 10 is the first matching study meeting information as one matching study meeting information that the user 21 likes most as an example of a plurality of matching study meeting information (41, 42, 43, ...) In the final selection of (41), in the process, some matching study meeting information (eg, first matching study meeting information, third matching study meeting information) among a plurality of matching study meeting information (41, 42, 43, ...) in the list information), temporarily store some matching study meeting information you like in the candidate group storage unit 50 as interest matching study meeting information, and some matching study meeting temporarily stored in the candidate group storage unit 50 While viewing and comparing information (ie, interest matching study meeting information) and a plurality of matching study meeting information (41, 42, 43, ...) together (simultaneously) on one screen of the user terminal 20, the final favorite matching study Meeting information (for example, first matching study meeting information) can be finally selected.

To this end, in detail, the user 21 checks a plurality of matching study meeting information (41, 42, 43, ...) in the list, for example, the first matching study meeting information 41 as interest matching study meeting information. If you want to store it, you can press the first matching study meeting information 41 for a preset time (for example, 2 seconds), and in response to this, the controller 18 controls the user 21 to press the first matching study meeting information 41 for a preset time. The study meeting information 41 may be temporarily stored in the first storage area 51 of the plurality of empty storage areas 51, 52, ... in the candidate storage unit 50.

Then, while checking the list, the user 21 wants to temporarily store the third matching study meeting information 43 among the plurality of matching study meeting information (41, 42, 43, ...) in the list as interest matching study meeting information. , The third matching study meeting information 43 can be pressed for a preset time, and in response to this, the control unit 18 stores the third matching study meeting information 43 in the second storage area 52 in the candidate storage unit 50. ) can be temporarily stored.

In this case, the candidate storage unit 50 may be in a basic state as shown in (a) of FIG. 31 . At this time, when the user 21 wants to check matching study meeting information temporarily stored as interest matching study meeting information, the user 21 clicks the extension bar 50a in the candidate storage unit 50 in the default state can do. At this time, in response to the user 21's click on the expansion bar 50a, the control unit 18 stores the candidate group in the expanded state as shown in FIG. It can be displayed as part 50'.

Due to the candidate group storage unit 50' in an expanded state, the user 21 can check matching study meeting information temporarily stored as interest matching study meeting information. That is, in the candidate storage unit 50' in the expanded state, the first matching study meeting information 41 is stored in the first storage area 51, and the third matching study meeting information 43 is stored in the second storage area 52. may be displayed (exposed). At this time, through each storage area in the candidate group storage unit 50' in the expanded state, for example, a representative image of interest matching study meeting information in relation to interest matching study meeting information temporarily stored (for example, the first storage area ( 51) may display (expose) a representative image of the first matching study meeting information 41 and a representative image of the third matching study meeting information 43) in the second storage area 52.

Here, the representative image of the matching study meeting information displayed (exposed) in each storage area in the candidate group storage unit 50 is i) a user who has registered the matching study meeting information in the device 10 (ie, generates study meeting information When an image corresponding to a thumbnail (thumbnail information) set by a user) is automatically set, or ii) a plurality of images are included in matching study meeting information, a user among a plurality of images in matching study meeting information ( 21), or iii) a drag area directly designated by the user 21 to include some of the contents that the user wants to set as the representative image among the contents of the detailed information of the matching study meeting information It can be set as an image corresponding to (the rectangular drag area). In the present invention, it may be more preferable that the representative image displayed in each storage area is set to the case of iii), and when the representative image set by the user 21 does not exist, it is set to the case of i). may be desirable.

On various normal sites where communities and product sales are performed, if you are interested in specific information and store the information you are interested in as interest information in a shopping cart or wish list, by moving these interest information to the shopping cart page or wish setting page can be checked at a glance. However, in general, the representative image of interest information displayed on the shopping cart page or the wish setting page usually shows the representative image previously set by the user who uploaded the interest information. In this case, it is difficult to intuitively check what the user likes about the information and designates it as interest information with only the corresponding representative image. It was inconvenient to have to check them again one by one.

In view of this point, when the device 10 allows the user 21 to temporarily store some matching study meeting information among a plurality of matching study meeting information in the storage area in the candidate storage unit 50 ', At this time, as a representative image of the matching study meeting information stored in each storage area, the user 21, not the representative image preset in the study meeting information (ie, the representative image preset by the user who created the meeting) An image (that is, an image corresponding to the drag area) set through designation of the drag area may be applied and displayed so that desired content is included.

Through this, the device 10 collects only the images (representative images) of matching study meeting information that the user 21 is interested in through the provision of the candidate group storage unit 50', and intuitively checks and compares each other. To be able to check the information temporarily stored as interest information (ie, interest matching study meeting information) at a glance on the current screen (ie, search result screen) on which the list is displayed without moving a separate page This can provide comparison convenience.

In addition, when the candidate group storage unit 50 in the basic state is displayed as the candidate group storage unit 50' in the expanded state, the control unit 18 displays the representative image of the first matching study meeting information 41. When it is detected that the selection input (click input) of the user 21 within a preset time (for example, 1 second) has been made with respect to 1 storage area 51, the first matching corresponding to the first storage area 51 Control the user terminal 20 so that the screen of detailed information of the study meeting information 41 is displayed on the entire screen of the user terminal 20 through a new page (new page) (ie, the first matching study meeting information 41) It is possible to control the screen of the user terminal 20 to move to a page providing detailed information of ).

On the other hand, when the controller 18 is displayed as the candidate group storage unit 50' in an expanded state, the first storage area 51 in which the representative image of the first matching study meeting information 41 is displayed is preset. When it is detected that the user 21 presses input for longer than the pressing time (eg, 3 seconds) (eg, when the user 21 presses and releases the button for 3 seconds), this is displayed on the detailed information screen of the first matching study meeting information 41 Recognize it as a signal requesting to be displayed in a pop-up form instead of this new page (that is, rather than going to the page providing detailed information of the first matching study meeting information 41, the current user terminal displaying the search results ( 20) on the screen (ie, the meeting search screen (s6)), the screen of the detailed information of the first matching study meeting information 41 is recognized as a signal requesting to be displayed in an overlap form in a certain area), the first storage area The screen of the detailed information of the first matching study meeting information 41 corresponding to (51) may be overlapped and displayed in a pop-up form on a partial area on the screen of the current user terminal 20 on which the list is displayed.

At this time, the screen size of the detailed information displayed overlapping (that is, the size of the overlap area or the size of the pop-up area) is the display area of the candidate group storage unit 50' in an expanded state among the entire screen of the user terminal 20. It can be set to a size smaller than the size of the area except for . In addition, in one area of the overlap display area (ie, the area where the screen of detailed information of the first matching study meeting information is overlapped and displayed), the screen of detailed information displayed overlapping is not exposed on the screen (ie, the user terminal ( A close button may be provided so as not to be displayed on the screen of 20). When the user 21 selects the close button, the detailed information screen overlapping and displayed on the screen of the user terminal 20 may disappear from the screen.

In this way, by displaying the detailed information of the first matching study meeting information 41 corresponding to the first storage area 51 in an overlapping form on a predetermined area on the screen of the user terminal 20, the user 21 can obtain a number of In comparing and checking interest matching study meeting information with each other, there is no need to go back and forth, such as going to the detailed page (new page) of specific interest matching study meeting information and then returning to the previous page (ie, without the need for hassle ), it can be efficiently compared and confirmed.

The user 21 stores other matching study meeting information (ie, a plurality of matching study meeting information 41, 42, 43, ... in the list) in a state where the candidate storage unit is expanded as shown in FIG. 31 (b). )can confirm. If it is desired to transform the candidate group storage unit 50' in an expanded state into a basic state, the user 21 may click the expansion bar 50a in the candidate group storage unit 50' in an expanded state. Accordingly, the candidate group storage unit 50' in an extended state can be changed to the candidate group storage unit 50 in a basic state.

According to this, the present device 10, the user 21 participates in the meeting by finally selecting any one matching study meeting information among a plurality of matching study meeting information (41, 42, 43, ...) in the list, which study Candidate meeting information, which is worried about the final decision to participate in the meeting, is temporarily stored in the storage areas 51, 52, ... in the candidate group storage unit 50 as interest matching study meeting information, and can be compared and checked. can provide it.

At this time, the control unit 18 controls the information of the interest matching study meeting information and list information temporarily stored in the storage areas by the user 21 to one of the user terminals 20, as shown in (b) of FIG. It can be exposed together on the screen. Through the provision of the candidate group storage units 50 and 50', the device 10 allows the user 21 to finally select the study meeting information he/she wants among a plurality of matching study meeting information 41, 42, 43, ... In selecting, comparison between a plurality of matching study meeting information (in particular, comparison between a plurality of interest matching study meeting information temporarily stored, or comparison between interest matching study meeting information temporarily stored and matching study meeting information in the list) Can be provided to perform more easily and intuitively, it is possible to provide convenience to the user 21 to compare and check information between study meetings.

In addition, the control unit 18 simply clicks (selects) the first matching study meeting information 41 of the plurality of matching study meeting information in the list, or the representative of the first matching study meeting information 41 When the user 21 clicks (selects) the first storage area 51 where the image is displayed within a preset time (for example, 1 second), the first storage area 51 responds to the user 21's click (selection). It is possible to control the screen display of the user terminal 20 so that the screen of the detailed information of the matching study meeting information 41 is displayed on the entire screen of the user terminal 20 through a new page.

In addition, the control unit 18, as described above, in response to the search request made by the user terminal 20, a list including a plurality of extracted matching study meeting information (41, 42, 43, ...) as a search result It can be displayed on the screen of the user terminal 20 .

At this time, in the display area of the first study meeting information in the list provided (displayed, exposed) on the screen of the user terminal 20, a first map providing button corresponding to the first study meeting information is provided in one area. may be included

Here, the first map providing button is capable of providing location display map information (ie, first location display map information) displaying location information corresponding to the meeting place information included in the first study meeting information on the map It can mean a button that does.

The control unit 18 may provide the first location display map information to the user terminal 20 based on the user 21's input to the first map providing button. At this time, according to the user 21's input method, the following As such, the first location display map information may be provided (displayed or exposed) in different display types.

As a specific example, the control unit 18 allows the user 21 to select and input (click input) the first map providing button corresponding to the first study meeting information in the list within a preset time (eg, 1 second) in the user terminal 20 ) (that is, when it is detected that you simply clicked and immediately released your hand), the first location display map information corresponding to the first study meeting information in the list is displayed on the user terminal where the current list is exposed ( Operation of the user terminal 20 may be controlled so that the entire new page is displayed through a new page different from the current screen page of 20).

On the other hand, when the controller 18 detects that the user 21 is pressing and holding the first map providing button for more than a predetermined pressing input time (for example, 2 seconds), the first location display map information is displayed as a new page. When the user 21 presses the first map providing button for the first time, recognizing it as a signal requesting that the list be overlapped and displayed in a pop-up method on a partial area on the screen of the current user terminal 20, rather than being provided. When the predetermined press input time (for example, 2 seconds) has elapsed from the time point (ie, when 2 seconds have passed since the first map providing button was first pressed), the first location display map information is transmitted to the user terminal 20. The operation of the user terminal 20 may be controlled to be displayed in a pop-up method on a partial area on the screen.

At this time, the controller 18 controls the finger of the user 21 pressing the first map providing button while the first location display map information is being displayed in a pop-up method on a partial area on the screen of the user terminal 20. When it is detected (identified) that the position of the user terminal 20 separated from the screen is a position within the button area corresponding to the first map providing button, the point at which the user 21's finger is separated from the screen at the position within the button area The operation of the user terminal 20 can be controlled so that the first location display map information displayed on the screen of the user terminal 20 in a pop-up manner is not displayed on the screen of the user terminal 20 (ie, disappears). . According to this, the control unit 18, when the user 21's finger pressing the first map providing button is released from a position within the button area, the first location display map displayed as a pop-up at the same time the finger is released from the screen. The information can be made to disappear immediately, so that the first location display map information is displayed in a part of the area only for the time the user 21's finger presses the button area, so that the user 21 temporarily Location information can be verified. Here, identification of the location where the finger is removed on the screen of the user terminal 20 may be possible through this since the screen of the user terminal 20 is implemented as a touch panel or the like.

In this case, on the screen of the user terminal 20, a partial area where the first location display map information is displayed and a button area corresponding to the first map providing button may be displayed so as not to overlap each other.

If the controller 18 is in a state where the first location display map information is displayed in a pop-up method on a partial area on the screen of the user terminal 20, the finger of the user 21 pressing the first map providing button When it is detected (identified) that the location where the user 21's finger was separated from the screen of the user terminal 20 is a location within the partial area as the drag is performed outside the button area and to a location within the partial area, the user 21's Even after the finger is removed from the screen at a location within a partial area, the first location display map information displayed on the screen of the user terminal 20 in a pop-up manner is continuously displayed on the screen of the user terminal 20 (ie, so that it does not disappear). ) can control the operation of the user terminal 20 . According to this, if the user 21's finger pressing the first map providing button is released from a position within the partial region, the control unit 18, even if the finger is removed from the screen, regardless of whether or not the pop-up displayed The first location display map information can be continuously displayed on the screen of the user terminal 20, and based on this, the user 21 enlarges or reduces the first location display map information displayed in a partial area. etc., so that it can be confirmed in more detail.

At this time, an off button (x button) may be provided in one region of the partial region where the first location display map information is displayed so that the first location display map information displayed on the partial region is not exposed on the screen, and the off button When it is detected that the user 21 inputs on the “off” button, the controller 18 controls the first location display map information displayed on a partial area to disappear from the screen in response to the user 21’s input on the off button. can

As described above, after the user 21 selects the first map providing button, the device 10 provides the first location display map information according to when and where the user 21 took his or her finger off the screen, and the like. A display type (that is, whether to display on a new page or a pop-up method) and whether or not the first location display map information provided in a pop-up method disappears may be differently controlled.

That is, the control unit 18 allows the user 21 to check the location-related information of the meeting place information in the specific study meeting information among the plurality of study meeting information in the list through the provision of the first location display map information. . In particular, the control unit 18 allows the user 21 to check the location of the meeting place information of the specific study meeting information, without the need for hassle such as going to a new page and then going back to the previous page, efficiently and can be quickly and conveniently located. That is, the device 10 can enable the user 21 to efficiently check the location of meeting place information related to specific study meeting information.

In addition, the control unit 18, the user terminal 20 has completed participation in the first study meeting information, which is any one study meeting information among a plurality of study meeting information, and the user for the first study meeting information When it is detected that the click (selection) of (21) has been made, a community space capable of sharing and communicating meeting-related information between members belonging to the first study meeting, which are members belonging to the first study meeting information, is created, and the user terminal ( 20) can be provided.

That is, as described above, the control unit 18 selects the first study meeting information as any one study meeting information among a plurality of study meeting information pre-stored in the study meeting DB 15 in the user terminal 20, and then clicks the Apply for Participation button When it is detected that the user 21's selection input for is made, it can be determined that the user 21 has completed participating in the first study meeting corresponding to the first study meeting information. Thereafter, in relation to the first study meeting in which the user 21 has participated, the control unit 18, when the user terminal 20 clicks on the first study meeting information, creates a community space corresponding to the first study meeting information. is provided to the user terminal 20 so that members belonging to the first study meeting information (ie, members belonging to the first study meeting) can share meeting-related information with each other, post comments, and communicate with each other in the community space. there is.

At this time, the control unit 18 detects that the user terminal 20 has uploaded, for example, post information for meeting as meeting-related information to the community space, and a plurality of members belonging to the first study meeting belonging to the first study meeting information ( For example, among 30 members), some members belonging to the first study meeting including user 21 (for example, user 21 and 5 users including 2nd to 5th users) in the meeting post information When it is detected that an offline meeting appointment has been decided between the members of the part of the first study meeting who left a comment about and left a comment, location sharing when the meeting post information for which the offline meeting appointment was decided meets a preset notification condition A map may be generated and provided to each of the terminals possessed by the members belonging to the part of the first study meeting, which are users related to the offline meeting appointment.

Here, the preset notification condition may refer to a condition corresponding to a preset time (for example, 2 hours) before the meeting appointment date written in the meeting post information on which the offline meeting appointment is determined. The meeting appointment date may refer to date information corresponding to the year, month, and day, but is not limited thereto, and the meeting appointment date includes date information (year, month, day) as well as However, it can be understood as a concept including time information (hour, minute). The preset time is exemplified as 2 hours, but is not limited thereto, and may be set and changed in various ways by an administrator who manages the device 10 .

In addition, in the above description, the location sharing map includes i) current location information of each of the terminals possessed by the members belonging to the part of the first study meeting, which are users related to the offline meeting appointment, and ii) belonging to the part of the first study meeting Information on the shortest moving path from the current location of each terminal of the members to the location of the meeting place (ie, meeting place, study meeting place) may mean data displayed on a map. Here, the current location information may be information acquired in real time through a GPS sensor built into each terminal. In the present invention, as an example, it will be described assuming that each of the terminals of some of the members belonging to the first study meeting is a terminal that is easy to move and carry (eg, a smartphone, a tablet PC, etc.).

After the control unit 18 provides the location sharing map to each of the terminals possessed by the members belonging to the part of the first study meeting, the current location information of each terminal possessed by the part of the first study meeting member is all If it is determined that it is located within a preset radius (eg, 200 m) from the location of the meeting place (ie, meeting place) for a certain period of time (eg, 10 minutes), all of the members belonging to the first part of the study meeting promise to meet. By recognizing that an actual meeting has been made offline by gathering together in a place, control so that the location sharing map is no longer provided to each of the terminals possessed by the members belonging to the first study meeting (that is, the members belonging to the first study meeting) provision of the location sharing map to each of the possessed terminals may be controlled to stop).

In this device 10, through the provision of a location sharing map, the members belonging to the first study meeting are provided with the fastest possible route through information on the shortest travel path when moving to each meeting place, and move can make it possible. In addition, the present device 10, through the provision of a location sharing map, a plurality of users scheduled to meet at the meeting appointment location (that is, some members of the first study meeting) can communicate with each other on the day of the appointment. You can check where you are currently located in real time, so if a specific user among multiple users who are scheduled to meet is late for the appointment time, there is no need to call the user and check where he is located. can do.

In addition, the present device 10, from a time corresponding to a predetermined time (for example, 2 hours) before the meeting appointment date, the current location information of each terminal possessed by some of the first study meeting members is all meeting appointment place Since it provides a location sharing map only until it is detected as being located within a preset radius (eg, 200m) for a certain period of time (eg, 10 minutes) from the location of, eliminating unnecessary location information collection, etc. It is possible to make a quick and smooth meeting and progress of a study meeting between a large number of people (ie, members belonging to the first study meeting of some of the members who have promised an offline meeting).

Hereinafter, based on the details described above, the operation flow of the present invention will be briefly reviewed.

32 is an operational flowchart for a rule base meeting matching method according to an embodiment of the present invention.

The rule-based meeting matching method shown in FIG. 32 can be performed by the apparatus 10 (in particular, the rule-based meeting matching apparatus) described above. Therefore, even if the content is omitted below, the description of the device 10 can be equally applied to the description of the rule-based meeting matching method.

Referring to FIG. 32 , in step S11, the input unit may receive information on a desired meeting desired by the user.

Next, in step S12, the matching management unit, when a matching request is made in the user terminal, matches information of a plurality of desired meetings among information of a plurality of desired meetings pre-registered in the meeting DB through matching progress in response to the matching request. Information on matching hope meetings may be identified, and matching result information generated based on the identified matching hope meeting information may be displayed on the screen of the user terminal.

At this time, in step S12, the matching management unit may identify the information of the matching desired meeting by performing the matching process based on the pre-generated rule-based matching algorithm.

In the foregoing description, steps S11 and S12 may be further divided into additional steps or combined into fewer steps, depending on the implementation of the present invention. Also, some steps may be omitted if necessary, and the order of steps may be changed.

33 is an operational flowchart for an artificial intelligence-based meeting matching method according to an embodiment of the present invention.

The artificial intelligence-based meeting matching method shown in FIG. 33 may be performed by the apparatus 10 (in particular, the artificial intelligence-based meeting matching apparatus) described above. Therefore, even if the content is omitted below, the description of the device 10 can be equally applied to the description of the artificial intelligence-based meeting matching method.

Referring to FIG. 33 , in step S21, the input unit may receive information on a desired meeting desired by the user.

Next, in step S22, the recommendation unit, when a recommendation matching application is made in the user terminal, in response to the recommendation matching application, through recommendation matching using a pre-learned artificial intelligence model, the previously stored in the study meeting DB Among a plurality of study meeting information, matching study meeting information matching the desired meeting information may be extracted and provided as customized study meeting information customized to the user.

In the foregoing description, steps S21 and S22 may be further divided into additional steps or combined into fewer steps, depending on the implementation of the present invention. Also, some steps may be omitted if necessary, and the order of steps may be changed.

The rule-based meeting matching method and the artificial intelligence-based meeting matching method according to an embodiment of the present invention may be implemented in the form of program instructions that can be executed through various computer means and recorded on a computer readable medium. The computer readable medium may include program instructions, data files, data structures, etc. alone or in combination. Program instructions recorded on the medium may be those specially designed and configured for the present invention or those known and usable to those skilled in computer software. Examples of computer-readable recording media include magnetic media such as hard disks, floppy disks and magnetic tapes, optical media such as CD-ROMs and DVDs, and magnetic media such as floptical disks. - includes hardware devices specially configured to store and execute program instructions, such as magneto-optical media, and ROM, RAM, flash memory, and the like. Examples of program instructions include high-level language codes that can be executed by a computer using an interpreter, as well as machine language codes such as those produced by a compiler. The hardware devices described above may be configured to act as one or more software modules to perform the operations of the present invention, and vice versa.

In addition, the above-described rule-based meeting matching method and artificial intelligence-based meeting matching method may be implemented in the form of a computer program or application stored in a recording medium and executed by a computer.

The above description of the present invention is for illustrative purposes, and those skilled in the art can understand that it can be easily modified into other specific forms without changing the technical spirit or essential features of the present invention. will be. Therefore, the embodiments described above should be understood as illustrative in all respects and not limiting. For example, each component described as a single type may be implemented in a distributed manner, and similarly, components described as distributed may be implemented in a combined form.

The scope of the present invention is indicated by the following claims rather than the detailed description above, and all changes or modifications derived from the meaning and scope of the claims and equivalent concepts should be construed as being included in the scope of the present invention. do.

100: meeting matching system
10: meeting matching device
20: user terminal
30: Network

Claims (4)

an input unit for receiving information on a desired meeting desired by the user;
When a recommendation matching application is made in the user terminal, the desired meeting among a plurality of study meeting information pre-stored in the study meeting DB through recommendation matching using a pre-learned artificial intelligence model in response to the recommendation matching request Recommendation unit for extracting and providing matching study meeting information that matches the information of the user as customized study meeting information; and
Including a control unit for controlling the operation of the user terminal,
The control unit,
When it is detected that the user terminal completes participation in the first study meeting information, which is any one study meeting information among the plurality of study meeting information, and clicks the user on the first participating study meeting information, Creating a community space capable of sharing and communicating meeting-related information between members belonging to the first study meeting, which are members belonging to the first study meeting information, and providing it to the user terminal;
It is detected that the user terminal has uploaded meeting-related information to the community space as meeting-related information, and some of the first study meeting members, including the user, among the plurality of first study meeting members belonging to the first study meeting information When it is detected that an offline meeting appointment has been decided between the members of the first study group of the part who left a comment on the meeting post information and left a comment, the meeting post information for which the offline meeting appointment was determined is a preset notification When the condition is met, a location sharing map is generated and provided to each terminal possessed by members belonging to the first part of the study meeting, which are users related to an offline meeting appointment,
After the location sharing map is provided to each of the terminals possessed by the members belonging to the part of the first study meeting, all the current location information of each terminal possessed by the part of the members belonging to the first study meeting is all from the location of the meeting place If it is determined that they are located within a preset radius for a certain period of time, all members belonging to the first study meeting of the part gather together at the meeting place and recognize that the actual meeting has occurred offline, and the member belonging to the first study meeting of the part control so that the provision of the location sharing map to each terminal possessed by them is stopped;
The preset notification condition is a condition that corresponds to a preset time before the date of the meeting appointment described in the meeting posting information at which the offline meeting appointment is determined,
The location sharing map is the current location information of each of the terminals possessed by the first part of the first study meeting members, and the current location of each of the terminals of the first part of the first study meeting members from the current location to the location of the meeting place An artificial intelligence-based meeting matching device in which the shortest route information is data displayed on a map. According to claim 1,
Activity analysis information for each of the plurality of study meeting information is derived based on the participation activity history information of users in each of the plurality of study meeting information pre-stored in the study meeting DB, and meeting analysis considering the derived activity analysis information Further comprising an analysis unit for deriving meeting characteristic analysis information through,
The recommendation unit provides the customized study meeting information in consideration of the derived meeting characteristic analysis information,
The activity analysis information includes learning retention rate information and goal achievement rate information, artificial intelligence-based meeting matching device. According to claim 1,
The control unit,
When a user's selection is made on the direct search menu displayed on one area of the screen in the user terminal, in response to the selection, among a plurality of study meeting information pre-stored in the study meeting DB, the user can search for desired study meeting information An artificial intelligence-based meeting matching device that displays a meeting search screen on the screen of a user terminal. delete

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