KR20210155933A - Map-based user connection platform - Google Patents

Abstract

According to one embodiment of the present disclosure, a computer program that is stored in a computer-readable storage medium is disclosed. The computer program includes instructions for causing a processor of a server to perform the following steps. The steps include: receiving current location information from a first user terminal of a first user; recognizing at least one second user existing within a preset distance among a plurality of other users based on the current location information; recognizing the location information of the at least one second user and schedule information of the at least one second user, individually; transmitting first map information including the location information of the at least one second user and the schedule information of the at least one second user individually to the first user terminal; transmitting, when receiving an attendance signal for a schedule related to the first schedule information among pieces of the schedule information of the at least one second user from the first user terminal, information about the first user to a schedule creator terminal that has created the schedule; inputting, when a preset condition is satisfied, data related to the schedule into a schedule recommendation model so as to create first recommended schedule data about a first recommended schedule; and transmitting the first recommended schedule data to the first user terminal and the schedule creator terminal. According to the present invention, through a map-based user connection platform, user's convenience can be enhanced.

Description

MAP-BASED USER CONNECTION PLATFORM

The present disclosure relates to a map-based user connection platform, and more particularly, to a map-based user connection platform that provides a recommendation schedule.

A general user connection platform is centered on providing or analyzing only the user's personal information, so if you do not like the user's photos or conditions, the probability of an actual meeting is not high. There are difficulties in forming relationships. In addition, even if a user-to-user meeting is held, users have difficulty in selecting a next schedule.

As a result, the popularity of the user connection platform, which was a craze, is waning at the same time as the spread of smart phones is activated. Accordingly, there may be a demand in the art for a user connection platform that can provide users with high convenience.

Laid-open Patent Publication No. 10-2013-0139468

The present disclosure has been devised in response to the above-described background technology, and is intended to provide a map-based user connection platform with increased user convenience.

The technical problems of the present disclosure are not limited to the technical problems mentioned above, and other technical problems not mentioned will be clearly understood by those skilled in the art from the following description.

According to some embodiments of the present disclosure for solving the problems as described above, a computer program stored in a computer-readable storage medium is disclosed. The computer program includes instructions for causing a processor of a server to perform the following steps: receiving current location information from a first user terminal of a first user; recognizing at least one second user existing within a preset distance among a plurality of other users based on the current location information; recognizing the location information of each of the at least one second user and the schedule information of each of the at least one second user; transmitting first map information including location information of each of the at least one second user and schedule information of each of the at least one second user to the first user terminal; When an attendance signal for a schedule related to the first schedule information among the schedule information of each of the at least one second user is received from the first user terminal, information on the first user is sent to the schedule creator terminal that created the schedule sending a; generating first recommended schedule data for a first recommended schedule by inputting data related to the schedule into a schedule recommendation model when a preset condition is satisfied; and transmitting the first recommended schedule data to the first user terminal and the schedule generator terminal. including, wherein the schedule recommendation model is learned using schedule data for learning of each of a plurality of users, and the schedule data for learning of each of the plurality of users is for a first learning related to a first schedule of each of the plurality of users It may include input data and labeling data related to a second schedule that follows the first schedule of each of the plurality of users.

In addition, in the above steps, the transmitting of the first map information including the location information of each of the at least one second user and the schedule information of each of the at least one second user to the first user terminal includes at least one generating second map information using affiliate store information including promotion information, event information, and discount information received from the affiliated store terminal and location information of each of the at least one second user; and transmitting the second map information together with the first map information to the first user terminal so that the second map information is displayed on the first user terminal.

In addition, the generating of second map information by using affiliate store information including promotion information, event information, and discount information received from the at least one affiliate store terminal and location information of each of the at least one second user includes: recognizing at least one specific affiliated store existing within a preset distance among a plurality of affiliated stores based on current location information; recognizing at least one specific user who has entered the at least one specific affiliate store among the at least one second user; and generating the second map information to display the specific schedule information for the at least one specific user and the specific affiliate store information for the at least one specific affiliate store on a map.

In addition, the preset condition may be satisfied when a signal allowing the participation of the first user is received with respect to the schedule related to the first schedule information from the schedule creator terminal, and the first schedule start time has elapsed have.

In addition, the steps may include: acquiring second schedule information related to a third schedule generated by the first user; receiving a recommended schedule request signal from the first user terminal after obtaining the second schedule information; inputting data related to the third schedule to the schedule recommendation model into the schedule recommendation model to obtain second recommended schedule data for a second recommended schedule; and transmitting the second recommendation schedule data to the first user terminal.

In addition, the data related to the third schedule includes location information related to the third schedule, type information of the third schedule, personality information of the third schedule, start time information of the third schedule, and information of the third schedule. end time information, wherein the second recommended schedule data includes location information related to the second recommended schedule, type information of the second recommended schedule, personality information of the second recommended schedule, and start of the second recommended schedule It may include time information and end time information of the second recommended schedule.

In addition, the first learning input data includes location information related to the first schedule, type information of the first schedule, personality information of the first schedule, start time information of the first schedule, and end of the first schedule includes time information, and the labeling data includes location information related to the second schedule, type information of the second schedule, personality information of the second schedule, start time information of the second schedule, and information of the second schedule End time information may be included.

In addition, the schedule-related data includes location information related to the schedule, type information of the schedule, personality information of the schedule, start time information of the schedule, and end time information of the schedule, the first recommended schedule The data includes location information related to the first recommended schedule, type information of the first recommended schedule, personality information of the first recommended schedule, start time information of the first recommended schedule, and end time information of the first recommended schedule may include

The technical solutions obtainable in the present disclosure are not limited to the above-mentioned solutions, and other solutions not mentioned are clearly to those of ordinary skill in the art to which the present disclosure belongs from the description below. can be understood

The present disclosure may increase user convenience through a map-based user connection platform.

Effects obtainable in the present disclosure are not limited to the above-mentioned effects, and other effects not mentioned will be clearly understood by those of ordinary skill in the art to which the present disclosure belongs from the description below. .

Various aspects are now described with reference to the drawings, wherein like reference numbers are used to refer to like elements collectively. In the following example, for purposes of explanation, numerous specific details are set forth in order to provide a thorough understanding of one or more aspects. It will be evident, however, that such aspect(s) may be practiced without these specific details.
1 is a diagram for explaining an example of a map-based user connection platform including a server and a user terminal in which various aspects of the present disclosure may be implemented.
2 is a flowchart illustrating an example in which a server transmits recommended schedule data to a user terminal according to some embodiments of the present disclosure.
3 is a flowchart illustrating an example in which a server transmits map information to a user terminal according to some embodiments of the present disclosure.
4 is a flowchart illustrating an example of a method for a server to generate map information according to some embodiments of the present disclosure.
5 is a flowchart illustrating another example in which a server transmits recommended schedule data to a user terminal according to some embodiments of the present disclosure.
6 is a diagram for explaining an example of a screen related to a map-based user connection platform executed in a user terminal according to some embodiments of the present disclosure.
7 depicts a simplified, general schematic diagram of an exemplary computing environment in which embodiments of the present disclosure may be implemented.

Various embodiments and/or aspects are now disclosed with reference to the drawings. In the following description, for purposes of explanation, numerous specific details are set forth to provide a thorough understanding of one or more aspects. However, it will also be appreciated by one of ordinary skill in the art that such aspect(s) may be practiced without these specific details. The following description and accompanying drawings set forth in detail certain illustrative aspects of one or more aspects. These aspects are illustrative, however, and some of various methods may be employed in the principles of the various aspects, and the descriptions set forth are intended to include all such aspects and their equivalents. Specifically, as used herein, “embodiment”, “example”, “aspect”, “exemplary”, etc. are not to be construed as advantageous or advantageous over any aspect or design described herein. It may not be.

Further, various aspects and features will be presented by a system that may include one or more apparatuses, terminals, servers, devices, components and/or modules, and the like. The various systems may include additional apparatuses, terminals, servers, devices, components and/or modules, etc. and/or the apparatuses, terminals, servers, etc. discussed in connection with the drawings; It should also be understood and appreciated that it may not include all of devices, components, modules, etc.

As used herein, the terms "computer program," "component," "module," "system," and the like, may be used interchangeably with each other, and include computer-related entities, hardware, firmware, software, combinations of software and hardware; or to the execution of software. For example, a component can be, but is not limited to being, a process running on a processor, a processor, an object, a thread of execution, a program, and/or a computer. For example, both an application running on a computing device and the computing device may be a component. One or more components may reside within a processor and/or thread of execution. A component may be localized within one computer. A component may be distributed between two or more computers.

In addition, these components can execute from various computer readable media having various data structures stored therein. Components may communicate via a network such as the Internet with another system, for example, via a signal having one or more data packets (eg, data and/or signals from one component interacting with another component in a local system, distributed system, etc.) may communicate via local and/or remote processes depending on the data being transmitted).

Hereinafter, the same or similar components are assigned the same reference numerals regardless of reference numerals, and overlapping descriptions thereof will be omitted. In addition, in describing the embodiments disclosed in the present specification, if it is determined that detailed descriptions of related known technologies may obscure the gist of the embodiments disclosed in this specification, the detailed description thereof will be omitted. In addition, the accompanying drawings are only for easy understanding of the embodiments disclosed in the present specification, and the technical ideas disclosed in the present specification are not limited by the accompanying drawings.

The terminology used herein is for the purpose of describing the embodiments and is not intended to limit the present disclosure. In this specification, the singular also includes the plural unless specifically stated otherwise in the phrase. As used herein, “comprises” and/or “comprising” does not exclude the presence or addition of one or more other components in addition to the stated components.

Although the first, second, etc. are used to describe various elements or elements, these elements or elements are not limited by these terms, of course. These terms are only used to distinguish one element or component from another. Accordingly, it goes without saying that the first element or component mentioned below may be the second element or component within the spirit of the present disclosure.

Unless otherwise defined, all terms (including technical and scientific terms) used herein may be used with the meaning commonly understood by those of ordinary skill in the art to which this disclosure belongs. In addition, terms defined in a commonly used dictionary are not to be interpreted ideally or excessively unless clearly defined in particular.

In addition, the term “or” is intended to mean an inclusive “or” rather than an exclusive “or.” That is, unless otherwise specified or clear from context, "X employs A or B" is intended to mean one of the natural implicit substitutions. That is, X employs A; X employs B; or when X employs both A and B, "X employs A or B" may apply to either of these cases. It should also be understood that the term “and/or” as used herein refers to and includes all possible combinations of one or more of the listed related items.

In addition, as used herein, the terms “information” and “data” can often be used interchangeably.

The suffixes “module” and “part” for components used in the following description are given or mixed in consideration of only the ease of writing the specification, and do not have distinct meanings or roles by themselves.

Objects and effects of the present disclosure, and technical configurations for achieving them will become clear with reference to the embodiments described below in detail in conjunction with the accompanying drawings. In describing the present disclosure, if it is determined that a detailed description of a well-known function or configuration may unnecessarily obscure the subject matter of the present disclosure, the detailed description thereof will be omitted. In addition, the terms to be described later are terms defined in consideration of functions in the present disclosure, which may vary according to intentions or customs of users and operators.

However, the present disclosure is not limited to the embodiments disclosed below and may be implemented in various different forms. Only the present embodiments are provided so that the present disclosure is complete, and to fully inform those of ordinary skill in the art to which the present disclosure belongs, the scope of the disclosure, and the present disclosure is only defined by the scope of the claims . Therefore, the definition should be made based on the content throughout this specification.

The scope of the steps in the claims of the present disclosure is generated by the functions and features described in each step, and unless the precedence of the order in each step is specified, in the claims The order of description of each step is not affected. For example, in a claim described as a step comprising step A and step B, even if step A is described before step B, the scope of the rights is not limited that step A must precede step B.

1 is a diagram for explaining an example of a map-based user connection platform including a server and a user terminal in which various aspects of the present disclosure may be implemented.

Referring to FIG. 1 , the map-based user connection platform may include a server 100 and a first user terminal 200 . Additionally, the map-based user connection platform may further include a user terminal of each of the other users. However, since the above-described components are not essential in implementing the map-based user connection platform, the map-based user connection platform may have more or fewer components than those listed above.

According to some embodiments of the present disclosure, the server 100 may be a server for providing a map-based user connection platform service to the first user terminal 200 of the first user and the user terminals of each of the other users. However, the present invention is not limited thereto.

Server 100 may include any type of computer system or computer device, such as, for example, microprocessors, mainframe computers, digital processors, portable devices and device controllers, and the like. However, the present invention is not limited thereto.

The server 100 may include a processor 110 , a communication unit 120 , and a memory 130 . However, since the above-described components are not essential in implementing the server 100 , the server 100 may have more or fewer components than those listed above. Here, each component may be configured as a separate chip, module, or device, or may be included in one device.

The processor 110 of the server 100 typically controls the overall operation of the server 100 . The processor 110 may provide or process appropriate information or functions to the user by processing signals, data, information, etc. input or output through the above-described components or by driving an application program stored in the memory 130 .

In addition, the processor 110 may control at least some of the components of the server 100 in order to drive an application program stored in the memory 130 . Furthermore, the processor 110 may operate by combining at least two or more of the components included in the server 100 to drive the application program.

The communication unit 120 of the server 100 may include one or more modules that enable communication between the server 100 and the first user terminal 200, and between the server 100 and each user terminal of other users. have. In addition, the communication unit 120 may include one or more modules for connecting the server 100 to one or more networks.

The communication unit 120 of the server 100 according to some embodiments of the present disclosure may communicate with the first user terminal 200 by wire or wirelessly. Also, the communication unit 120 may mutually transmit and receive control data for controlling the first user terminal 200 with the first user terminal 200 .

The memory 130 of the server 100 may store a program for the operation of the processor 110 , and may temporarily or permanently store input/output data. The memory 130 may include a flash memory type, a hard disk type, a multimedia card micro type, a card type memory (eg, SD or XD memory, etc.), RAM (Random Access Memory, RAM), SRAM (Static Random Access Memory), ROM (Read-Only Memory, ROM), EEPROM (Electrically Erasable Programmable Read-Only Memory), PROM (Programmable Read-Only Memory), magnetic memory, magnetic It may include at least one type of storage medium among disks and optical disks. The memory 130 may be operated under the control of the processor 110 .

Various embodiments described herein may be implemented in, for example, a computer or similar device-readable recording medium and storage medium using software, hardware, or a combination thereof.

According to the hardware implementation, the embodiments described herein include ASICs (application specific integrated circuits), DSPs (digital signal processors), DSPDs (digital signal processing devices), PLDs (programmable logic devices), FPGAs (field programmable gate arrays, It may be implemented using at least one of processors, controllers, micro-controllers, microprocessors, and other electrical units for performing functions. The described embodiments may be implemented by the processor 110 of the server 100 itself.

According to the software implementation, embodiments such as the procedures and functions described in this specification may be implemented as separate software modules. Each of the software modules may perform one or more functions and operations described herein. The software code may be implemented as a software application written in a suitable programming language. The software code may be stored in the memory 130 of the server 100 and executed by the processor 110 of the server 100 .

According to some embodiments of the present disclosure, the processor 110 of the server 100 may receive current location information from the first user terminal 200 through the communication unit 120 . In this case, the processor 110 may recognize at least one second user existing within a preset distance from the current location by using the current location information. In addition, the processor 110 may transmit map information including a schedule of each of the at least one second user to the user terminal. Here, the at least one second user may be a user using the map-based user connection platform provided by the server 100 .

In addition, when the first user attends a schedule created by another user, the processor 110 of the server 100 transmits the recommended schedule data to the schedule creator terminal and the first user terminal 200 of the schedule in which the first user attended. can be transmitted. Here, the other user may be a user using the map-based user connection platform provided by the server 100 . In addition, it may be any one of the above-described at least second users. However, the present invention is not limited thereto.

Meanwhile, the processor 110 of the server 100 may use a schedule recommendation model when generating recommended schedule data to be transmitted to the schedule generator terminal and the first user terminal 200 .

Specifically, the processor 110 may generate a schedule recommendation model by using an artificial neural network or a network function including the neural network. That is, the schedule recommendation model may be composed of an artificial neural network or a neural network.

More specifically, the processor 110 may train the schedule recommendation model in the following way.

First, the processor 110 is learning schedule data including first input data for learning related to a first schedule of each of a plurality of users and labeling data related to a second schedule that proceeds after the first schedule of each of the plurality of users can be obtained. In addition, the processor 110 may derive an error by comparing the labeling data with the recommended schedule data output as input data for learning is input to the schedule recommendation model. In addition, the processor 110 may update the weight of the schedule recommendation model by backpropagating the error to the schedule recommendation model.

Then, the processor 110 may obtain the recommended schedule data by inputting the schedule in which the first user participated in the learned schedule recommendation model as described above. In addition, the recommended schedule data may be transmitted to the first user terminal and the schedule creator terminal of the schedule attended by the first user.

Accordingly, the server 100 according to some embodiments of the present disclosure can reduce the hassle of users using the map-based user connection platform and increase convenience.

Hereinafter, a method for the processor 110 of the server 100 to provide a map-based user connection platform to the first user terminal 200 and other user terminals will be described later with reference to FIGS. 2 to 5 .

According to some embodiments of the present disclosure, the first user terminal 200 may be related to a first user using a map-based user connection platform provided by the server 100 . However, the present invention is not limited thereto.

The first user terminal 200 is, for example, a mobile phone, a smart phone, a laptop computer, a personal digital assistant (PDA), a slate PC, a tablet PC (tablet PC), ultra It may include a book (ultrabook), a wearable device (wearable device, for example, a watch-type terminal (smartwatch), a glass-type terminal (smart glass), HMD (head mounted display)). However, the present invention is not limited thereto.

The first user terminal 200 may include a processor 210 , a communication unit 220 , and a memory 230 . However, since the above-described components are not essential for implementing the first user terminal, the first user terminal 200 may have more or fewer components than those listed above. Here, each component may be configured as a separate chip, module, or device, or may be included in one device.

The processor 210 of the first user terminal 200 typically controls the overall operation of the first user terminal 200 . The processor 210 may provide or process appropriate information or functions to the user by processing signals, data, information, etc. input or output through the above-described components or by driving an application program stored in the memory 230 .

In addition, the processor 210 may control at least some of the components of the first user terminal 200 in order to drive an application program stored in the memory 230 . Furthermore, the processor 210 may operate by combining at least two or more of the components included in the first user terminal 200 to drive the application program.

The communication unit 220 of the first user terminal 200 enables communication between the first user terminal 200 and the first user terminal 200 and between the first user terminal 200 and each of the user terminals of other users. It may contain one or more modules that allow In addition, the communication unit 220 may include one or more modules for connecting the first user terminal 200 to one or more networks.

The communication unit 220 of the first user terminal 200 according to some embodiments of the present disclosure may communicate with the first user terminal 200 by wire or wirelessly. Also, the communication unit 220 may mutually transmit and receive control data for controlling the first user terminal 200 with the first user terminal 200 .

The memory 230 of the first user terminal 200 may store a program for the operation of the processor 210 , and may temporarily or permanently store input/output data. The memory 230 may include a flash memory type, a hard disk type, a multimedia card micro type, a card type memory (eg, SD or XD memory), and a RAM. (Random Access Memory, RAM), SRAM (Static Random Access Memory), ROM (Read-Only Memory, ROM), EEPROM (Electrically Erasable Programmable Read-Only Memory), PROM (Programmable Read-Only Memory), magnetic memory, magnetic It may include at least one type of storage medium among disks and optical disks. The memory 230 may be operated under the control of the processor 210 .

According to some embodiments of the present disclosure, the memory 230 of the first user terminal 200 may store map-related data. Meanwhile, the processor 210 of the first user terminal 200 may receive map information including the location and schedule of another user from the server 100 . In this case, the processor 210 may control the output unit (not shown) to display the location and schedule of another user on the map by using the map-related data and the received map information pre-stored in the memory 230 . have. However, the present invention is not limited thereto.

The network 300 according to some embodiments of the present disclosure is a Public Switched Telephone Network (PSTN), x Digital Subscriber Line (xDSL), Rate Adaptive DSL (RADSL), Multi Rate DSL (MDSL), VDSL ( A variety of wired communication systems such as Very High Speed DSL), Universal Asymmetric DSL (UADSL), High Bit Rate DSL (HDSL), and Local Area Network (LAN) can be used.

In addition, the network 300 presented here is CDMA (Code Division Multi Access), TDMA (Time Division Multi Access), FDMA (Frequency Division Multi Access), OFDMA (Orthogonal Frequency Division Multi Access), SC-FDMA (Single Carrier-) A variety of wireless communication systems may be used, such as FDMA) and other systems.

The network 300 according to embodiments of the present disclosure may be configured regardless of its communication aspects, such as wired and wireless, and may be configured in various ways, such as a personal area network (PAN), a wide area network (WAN) It may consist of a communication network. In addition, the network may be a well-known World Wide Web (WWW), and may use a wireless transmission technology used for short-range communication, such as infrared (IrDA) or Bluetooth (Bluetooth).

The techniques described herein may be used in the networks mentioned above, as well as in other networks.

2 is a flowchart illustrating an example in which a server transmits recommended schedule data to a user terminal according to some embodiments of the present disclosure.

Referring to FIG. 2 , the processor 110 of the server 100 may receive current location information from the first user terminal 200 of the first user through the communication unit 120 ( S110 ).

In this case, the processor 110 may recognize at least one second user existing within a preset distance among a plurality of other users based on the current location information ( S120 ).

Specifically, the processor 110 may receive respective location information from each user terminal of other users using the map-based user connection platform. Then, the processor 110 compares the current location information received from the first user terminal 200 with the respective location information received from each user terminal of the other users, and within a preset radius from the current location of the first user. At least one existing second user may be recognized.

The processor 110 of the server 100 may recognize the location information of each of the at least one second user and the schedule information of each of the at least one second user ( S130 ). In addition, the processor 110 transmits the first map information including the location information of each of the at least one second user and the schedule information of each of the at least one second user to the first user terminal 200 to the communication unit 120 . can be controlled (S140).

In this case, the processor 210 of the first user terminal 200 uses the first map information and data related to the map pre-stored in the memory 230 , and a map including the location information and schedule information of each of the second users. An output unit (specifically, a display unit) may be controlled to output . However, the present invention is not limited thereto.

Hereinafter, a description of the map-based user connection platform screen output from the first user terminal 200 will be described with reference to FIG. 6 .

Meanwhile, the processor 110 of the server 100 may receive, from the first user terminal 200 , an attendance signal for a schedule related to the first schedule information among the at least one second user's respective schedule information. In this case, the processor 110 may control the communication unit 120 to transmit information about the first user to the schedule creator terminal that has generated the schedule ( S150 ). Here, the schedule creator terminal may be any one terminal among the at least one second user.

When a preset condition is satisfied, the processor 110 of the server 100 may generate first recommended schedule data for the first recommended schedule by inputting data related to the schedule into the schedule recommendation model ( S160 ). Here, the preset condition may be satisfied when a signal allowing the first user to participate in the schedule related to the first schedule information is received from the schedule creator terminal and the first schedule start time has elapsed. In addition, schedule-related data includes schedule-related location information, schedule type information (eg, tourism or meal, etc.), schedule personality information (eg, active or inactive, etc.), schedule start time information and end time information of the schedule.

Meanwhile, when the first recommended schedule data is generated, the processor 110 may control the communication unit 120 to transmit the first recommended schedule data to the first user terminal 200 and the schedule generator terminal (S170).

Accordingly, users using the map-based user connection platform can conveniently exchange schedules with each other and easily attend the schedules of other users who wish to attend. In addition, users who proceed with the schedule may receive a recommendation for the next schedule, and may proceed with the schedule more conveniently.

As described above, the server 100 according to some embodiments of the present disclosure may generate recommended schedule information using a schedule recommendation model.

Here, the recommended schedule model may be learned using schedule data for each of a plurality of users. And, the learning schedule data of each of the plurality of users includes first input data for learning related to the first schedule of each of the plurality of users and labeling data related to the second schedule proceeding after the first schedule of each of the plurality of users can do.

In addition, the first learning input data may include location information related to the first schedule, type information of the first schedule, personality information of the first schedule, start time information of the first schedule, and end time information of the first schedule. have. In addition, the labeling data may include location information related to the second schedule, type information of the second schedule, personality information of the second schedule, start time information of the second schedule, and end time information of the second schedule. Here, the type information of the schedule may be, for example, whether it is a schedule to visit a tourist destination or whether it is a schedule to eat at a restaurant. In addition, the characteristic information of the schedule may be whether the schedule is an active schedule or whether the schedule is an inactive (static) schedule. However, the present invention is not limited thereto.

Therefore, the server 100 according to some embodiments of the present disclosure uses the schedule recommendation model to provide a user-customized recommendation schedule in consideration of the location of the schedule, the type of schedule, the nature of the schedule, the start time of the schedule, and the end time of the schedule. can provide

According to some additional embodiments of the present disclosure, when the processor 110 of the server 100 receives the current location information from the first user terminal of the first user, the first preference information of the first user and the first schedule You can receive purpose information together. Here, the first taste information may be information about a schedule preferred by the first user. For example, the first preference information may include information that the first user prefers an active schedule. However, the present invention is not limited thereto. In addition, the first schedule purpose information may be information on the purpose for which the first user participates in another user's schedule. For example, the first schedule purpose information may be information that the purpose of the first user attending another user's schedule is to watch a movie at a cinema or to visit a restaurant. However, the present invention is not limited thereto.

Meanwhile, when the processor 110 of the server 100 recognizes the location information of each of the at least one second user and the schedule information of each of the at least one second user, the second preference of each of the at least one second user information and second schedule purpose information may be further recognized.

In this case, the processor 110 of the server 100 uses the first taste information of the first user, the first schedule purpose information, and at least one second user's second taste information and the second schedule purpose information, respectively, The first user and at least one second user may be matched. In addition, the processor 110 may control the communication unit 120 to transmit matching information to the user terminals of the matched first user and the at least one second user, respectively.

Additionally, the processor 110 of the server 100 transmits the first map information including the location information of each of the at least one second user and the schedule information of each of the at least one second user to the first user terminal 200 . At this time, the second preference information and the second schedule purpose information of each of the at least one second user may be transmitted together.

Accordingly, the first user may recognize not only the schedule of each of the at least one second user, but also the taste and the purpose of the schedule through the first user terminal 200 . In addition, the first user may request to attend another user's schedule more suitable for his/her taste and purpose.

3 is a flowchart illustrating an example in which a server transmits map information to a user terminal according to some embodiments of the present disclosure. 4 is a flowchart illustrating an example of a method for a server to generate map information according to some embodiments of the present disclosure.

According to some embodiments of the present disclosure, the processor 110 of the server 100 may recognize the location information of each of the at least one second user and the schedule information of each of the at least one second user. In this case, the processor 110 may transmit the first map information including the location information of each of the at least one second user and the schedule information of each of the at least one second user to the first user terminal 200 .

Additionally, referring to FIG. 3 , the processor 110 of the server 100 includes affiliate store information including promotion information, event information, and discount information received from at least one affiliate store terminal, and location information of each of at least one second user. can be used to generate second map information (S141). Here, the promotion information may mean promotion information for promoting the affiliated store. For example, the promotion information may include information that, when entering the affiliated store for a specific time, a coupon usable in the affiliated store is provided. In addition, the event information may refer to information about an event in progress at the affiliate store. For example, the event information may include information on services provided free of charge by affiliated stores. Also, the discount information may refer to discount information related to goods sold at the affiliate store. For example, the discount information may include information on a discount rate of a specific product. However, the present invention is not limited thereto.

Specifically, the processor 110 of the server 100 may recognize the at least one second user who has entered the at least one affiliated store by using the at least one affiliate store information and the at least one second user location information. have. In addition, the processor 110 may generate second map information including information on at least one second user who has entered the at least one affiliate store and information on promotions, events, and discounts in progress at the at least one affiliate store. .

More specifically, referring to FIG. 4 , the processor 110 recognizes at least one specific affiliated store existing within a preset distance among a plurality of affiliated stores based on the current location information received from the first user terminal 200 . It can be done (S1411). Also, the processor 110 may recognize at least one specific user who has entered at least one specific affiliate store among the at least one second user ( S1412 ). In addition, the processor 110 may generate second map information for displaying specific schedule information for at least one specific user and specific affiliate store information for at least one specific affiliated store on the map ( S1413 ).

Referring back to FIG. 3 , the processor 110 of the server 100 may transmit the second map information together with the first map information to the first user terminal so that the second map information is displayed on the first user terminal 200 . There is (S142).

Accordingly, the server 100 according to some embodiments of the present disclosure provides a connection service between users and, at the same time, provides users with information on benefits such as promotions, events, and discounts available at the affiliate store, can promote.

Hereinafter, a description of the first map information and the second map information displayed on the first user terminal will be described with reference to FIG. 6 .

5 is a flowchart illustrating another example in which a server transmits recommended schedule data to a user terminal according to some embodiments of the present disclosure.

Referring to FIG. 5 , the processor 110 of the server 100 may obtain second schedule information related to the third schedule generated by the first user ( S210 ). Also, after obtaining the second schedule information, the processor 110 may receive a recommended schedule request signal from the first user terminal 200 ( S220 ). In this case, the processor 110 may input data related to the third schedule to the schedule recommendation model to obtain second recommended schedule data for the second recommended schedule ( S230 ). Then, the processor 110 may control the communication unit 120 to transmit the second recommended schedule data to the first user terminal 200 (S240).

Here, the data related to the third schedule may include location information related to the third schedule, type information of the third schedule, personality information of the third schedule, start time information of the third schedule, and end time information of the third schedule. can In addition, the second recommended schedule data includes location information related to the second recommended schedule, type information of the second recommended schedule, personality information of the second recommended schedule, start time information of the second recommended schedule, and end time of the second recommended schedule may contain information. Here, the type information of the schedule may be, for example, whether it is a schedule to visit a tourist destination or whether it is a schedule to eat at a restaurant. In addition, the personality information of the schedule may be whether the schedule is an active schedule or whether the schedule is an inactive schedule. However, the present invention is not limited thereto.

Accordingly, the server 100 according to some embodiments of the present disclosure may provide a recommended schedule suitable for the user in consideration of the location of the schedule, the type of schedule, the nature of the schedule, the start time of the schedule, and the end time of the schedule. .

6 is a diagram for explaining an example of a screen related to a map-based user connection platform executed in a user terminal according to some embodiments of the present disclosure.

According to some embodiments of the present disclosure, the server 100 may transmit map information and recommendation schedule data to the first user terminal 200 . A description of an example in which the server 100 transmits the map information and the recommended schedule data to the first user terminal 200 has been described above with reference to FIGS. 2 to 5 , and a detailed description will be omitted from the description of FIG. 6 .

6 illustrates an example of a map-based user connection platform screen that may be displayed in the first user terminal 200 through the map information and recommended schedule data transmitted by the server 100 .

First, referring to FIG. 6A , when the first map information is received from the server 100 , it is an example of the first screen 10 that can be displayed on the first user terminal 200 . Here, the first map information may include location information of each of the at least one second user and schedule information of each of the at least one second user.

Specifically, on the first screen 10 , a map may be displayed on the basis of data related to a map pre-stored in the memory 230 of the first user terminal 200 . In addition, the notification window 11 of the map-based user connection platform may be displayed in one area of the first screen 10 . Also, a user icon 12 related to at least one second user may be displayed on the map of the first screen 10 . However, the present invention is not limited thereto.

Accordingly, the first user may be connected to at least one second user adjacent to the first user through the map-based user connection platform displayed on the first user terminal 200 .

Meanwhile, the first user terminal 200 may receive a selection input for a user icon through an input unit (not shown). In this case, the user's schedule information corresponding to the selected user icon may be displayed on the screen of the first user terminal 200 .

Referring to FIG. 6B , the second screen 20 on which the user's profile information is displayed may include a profile window 21 in which a profile is displayed along with the user's schedule. In addition, the second screen 20 may include a schedule participation request button 22 and a message sending button 23 for requesting participation in the schedule displayed on the profile window 21 . However, the present invention is not limited thereto.

Accordingly, the first user may attend the schedule of at least one second user adjacent to the first user or send a message to the second user through the map-based user connection platform displayed on the first user terminal 200 .

Referring to FIG. 6C , the third screen 30 on which affiliated store information is displayed may include at least one affiliated store icon 31 in one area.

Meanwhile, the first user terminal 200 may receive a selection input for the affiliate store icon through the input unit. In this case, promotion information, event information, and discount information of an affiliated store corresponding to the selected affiliated store icon may be displayed on the screen of the first user terminal 200 .

Additionally, the third screen 30 may further include at least one user icon list 32 together with the affiliated store icon 31 . Here, a user corresponding to each of the user icon lists may be a user who has entered at least one affiliate store. However, the present invention is not limited thereto.

Accordingly, the first user may check promotion information, event information, and discount information for each of the at least one affiliate store through the map-based user connection platform displayed on the first user terminal 200 . In addition, the first user may check other users who have entered at least one affiliated store.

The server 100 according to some embodiments of the present disclosure provides information on at least one second user and information on at least one affiliate store to the first user through the map-based user connection platform screen as shown in FIG. 6 . can be intuitively provided to improve the convenience of the first user.

7 depicts a simplified, general schematic diagram of an exemplary computing environment in which embodiments of the present disclosure may be implemented.

Although the present disclosure has been described above generally in the context of computer-executable instructions that may be executed on one or more computers, those skilled in the art will appreciate that the present disclosure may be implemented in combination with other program modules and/or in a combination of hardware and software. will be.

Generally, modules herein include routines, procedures, programs, components, data structures, etc. that perform particular tasks or implement particular abstract data types. In addition, those skilled in the art will appreciate that the methods of the present disclosure can be applied to single-processor or multiprocessor computer systems, minicomputers, mainframe computers as well as personal computers, handheld computing devices, microprocessor-based or programmable consumer electronics, etc. (each of which is It will be appreciated that other computer system configurations may be implemented, including those that may operate in connection with one or more associated devices.

The described embodiments of the present disclosure may also be practiced in distributed computing environments where certain tasks are performed by remote processing devices that are linked through a communications network. In a distributed computing environment, program modules may be located in both local and remote memory storage devices.

Computers typically include a variety of computer-readable media. Any medium accessible by a computer can be a computer-readable medium, and such computer-readable media includes volatile and nonvolatile media, transitory and non-transitory media, removable and non-transitory media. including removable media. By way of example, and not limitation, computer-readable media may include computer-readable storage media and computer-readable transmission media.

Computer readable storage media includes volatile and nonvolatile media, temporary and non-transitory media, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data. includes media. A computer-readable storage medium may be RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, digital video disk (DVD) or other optical disk storage device, magnetic cassette, magnetic tape, magnetic disk storage device, or other magnetic storage device. device, or any other medium that can be accessed by a computer and used to store the desired information.

A computer readable transmission medium typically embodies computer readable instructions, data structures, program modules or other data in a modulated data signal, such as a carrier wave or other transport mechanism, and the like. Includes all information delivery media. The term modulated data signal means a signal in which one or more of the characteristics of the signal is set or changed so as to encode information in the signal. By way of example, and not limitation, computer-readable transmission media includes wired media such as a wired network or direct-wired connection, and wireless media such as acoustic, RF, infrared, and other wireless media. Combinations of any of the above are also intended to be included within the scope of computer-readable transmission media.

An example environment 1100 implementing various aspects of the disclosure is shown including a computer 1102 , the computer 1102 including a processing unit 1104 , a system memory 1106 , and a system bus 1108 . do. A system bus 1108 couples system components, including but not limited to system memory 1106 , to the processing device 1104 . The processing device 1104 may be any of a variety of commercially available processors. Dual processor and other multiprocessor architectures may also be used as processing unit 1104 .

The system bus 1108 may be any of several types of bus structures that may be further interconnected to a memory bus, a peripheral bus, and a local bus using any of a variety of commercial bus architectures. System memory 1106 includes read only memory (ROM) 1110 and random access memory (RAM) 1112 . A basic input/output system (BIOS) is stored in non-volatile memory 1110, such as ROM, EPROM, EEPROM, etc., the BIOS is the basic input/output system (BIOS) that helps transfer information between components within computer 1102, such as during startup. contains routines. RAM 1112 may also include high-speed RAM, such as static RAM, for caching data.

The computer 1102 may also include an internal hard disk drive (HDD) 1114 (eg, EIDE, SATA) - this internal hard disk drive 1114 may also be configured for external use within a suitable chassis (not shown). Yes—a magnetic floppy disk drive (FDD) 1116 (eg, for reading from or writing to removable diskette 1118), and an optical disk drive 1120 (eg, a CD-ROM) for reading from, or writing to, disk 1122, or other high capacity optical media, such as DVD. The hard disk drive 1114 , the magnetic disk drive 1116 , and the optical disk drive 1120 are connected to the system bus 1108 by the hard disk drive interface 1124 , the magnetic disk drive interface 1126 , and the optical drive interface 1128 , respectively. ) can be connected to Interface 1124 for external drive implementation includes, for example, at least one or both of Universal Serial Bus (USB) and IEEE 1394 interface technologies.

These drives and their associated computer-readable media provide non-volatile storage of data, data structures, computer-executable instructions, and the like. In the case of computer 1102, drives and media correspond to storing any data in a suitable digital format. Although the description of computer-readable storage media above refers to HDDs, removable magnetic disks, and removable optical media such as CDs or DVDs, those skilled in the art will use zip drives, magnetic cassettes, flash memory cards, cartridges, It will be appreciated that other tangible computer-readable storage media and the like may also be used in the exemplary operating environment and any such media may include computer-executable instructions for performing the methods of the present disclosure. .

A number of program modules may be stored in the drive and RAM 1112 , including an operating system 1130 , one or more application programs 1132 , other program modules 1134 , and program data 1136 . All or portions of the operating system, applications, modules, and/or data may also be cached in RAM 1112 . It will be appreciated that the present disclosure may be implemented in various commercially available operating systems or combinations of operating systems.

A user may enter commands and information into the computer 1102 via one or more wired/wireless input devices, for example, a pointing device such as a keyboard 1138 and a mouse 1140 . Other input devices (not shown) may include a microphone, IR remote control, joystick, game pad, stylus pen, touch screen, and the like. Although these and other input devices are connected to the processing unit 1104 through an input device interface 1142 that is often connected to the system bus 1108, parallel ports, IEEE 1394 serial ports, game ports, USB ports, IR interfaces, and the like may be connected by other interfaces.

A monitor 1144 or other type of display device is also coupled to the system bus 1108 via an interface, such as a video adapter 1146 . In addition to the monitor 1144, the computer typically includes other peripheral output devices (not shown), such as speakers, printers, and the like.

Computer 1102 may operate in a networked environment using logical connections to one or more remote computers, such as remote computer(s) 1148 , via wired and/or wireless communications. Remote computer(s) 1148 may be workstations, server computers, routers, personal computers, portable computers, microprocessor-based entertainment devices, peer devices, or other common network nodes, and are generally Although including many or all of the components described, only memory storage device 1150 is shown for simplicity. The logical connections shown include wired/wireless connections to a local area network (LAN) 1152 and/or a larger network, eg, a wide area network (WAN) 1154 . Such LAN and WAN networking environments are common in offices and companies, and facilitate enterprise-wide computer networks, such as intranets, all of which can be connected to a worldwide computer network, for example, the Internet.

When used in a LAN networking environment, the computer 1102 is coupled to the local network 1152 through a wired and/or wireless communication network interface or adapter 1156 . Adapter 1156 may facilitate wired or wireless communication to LAN 1152 , which LAN 1152 also includes a wireless access point installed therein for communicating with wireless adapter 1156 . When used in a WAN networking environment, the computer 1102 may include a modem 1158 , connected to a communication server on the WAN 1154 , or otherwise establishing communications over the WAN 1154 , such as over the Internet. have the means A modem 1158 , which may be internal or external and a wired or wireless device, is coupled to the system bus 1108 via a serial port interface 1142 . In a networked environment, program modules described for computer 1102 , or portions thereof, may be stored in remote memory/storage device 1150 . It will be appreciated that the network connections shown are exemplary and other means of establishing a communication link between the computers may be used.

Computer 1102 may be associated with any wireless device or object that is deployed and operates in wireless communication, for example, a printer, scanner, desktop and/or portable computer, portable data assistant (PDA), communication satellite, wireless detectable tag. It operates to communicate with any device or place and phone. This includes at least Wi-Fi and Bluetooth wireless technologies. Accordingly, the communication may be a predefined structure as in a conventional network or may simply be an ad hoc communication between at least two devices.

Wi-Fi (Wireless Fidelity) makes it possible to connect to the Internet, etc. without a wired connection. Wi-Fi is a wireless technology such as cell phones that allows these devices, eg, computers, to transmit and receive data indoors and outdoors, ie anywhere within range of a base station. Wi-Fi networks use a radio technology called IEEE 802.11 (a, b, g, etc.) to provide secure, reliable, and high-speed wireless connections. Wi-Fi can be used to connect computers to each other, to the Internet, and to wired networks (using IEEE 802.3 or Ethernet). Wi-Fi networks can operate in unlicensed 2.4 and 5 GHz radio bands, for example, at 11 Mbps (802.11a) or 54 Mbps (802.11b) data rates, or in products that include both bands (dual band). have.

Those of ordinary skill in the art of the present disclosure will recognize that the various illustrative logical blocks, modules, processors, means, circuits, and algorithm steps described in connection with the embodiments disclosed herein include electronic hardware, (convenience For this purpose, it will be understood that it may be implemented by various forms of program or design code (referred to herein as "software") or a combination of both. To clearly illustrate this interchangeability of hardware and software, various illustrative components, blocks, modules, circuits, and steps have been described above generally in terms of their functionality. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the overall system. A person skilled in the art of the present disclosure may implement the described functionality in various ways for each specific application, but such implementation decisions should not be interpreted as a departure from the scope of the present disclosure.

The various embodiments presented herein may be implemented as methods, apparatus, or articles of manufacture using standard programming and/or engineering techniques. The term “article of manufacture” includes a computer program, carrier, or media accessible from any computer-readable device. For example, computer-readable storage media include magnetic storage devices (eg, hard disks, floppy disks, magnetic strips, etc.), optical disks (eg, CDs, DVDs, etc.), smart cards, and flash drives. memory devices (eg, EEPROMs, cards, sticks, key drives, etc.). The term “machine-readable medium” includes, but is not limited to, wireless channels and various other media that can store, hold, and/or convey instruction(s) and/or data.

It is understood that the specific order or hierarchy of steps in the presented processes is an example of exemplary approaches. Based on design priorities, it is to be understood that the specific order or hierarchy of steps in the processes may be rearranged within the scope of the present disclosure. The appended method claims present elements of the various steps in a sample order, but are not meant to be limited to the specific order or hierarchy presented.

The description of the presented embodiments is provided to enable any person skilled in the art to make or use the present disclosure. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the scope of the present disclosure. Thus, the present disclosure is not intended to be limited to the embodiments presented herein, but is to be construed in the widest scope consistent with the principles and novel features presented herein.

Claims (8)

A computer program stored in a computer readable storage medium, comprising:
The computer program includes instructions for causing a processor of a server to perform the following steps, the steps comprising:
receiving current location information from a first user terminal of a first user;
recognizing at least one second user existing within a preset distance among a plurality of other users based on the current location information;
recognizing the location information of each of the at least one second user and the schedule information of each of the at least one second user;
transmitting first map information including location information of each of the at least one second user and schedule information of each of the at least one second user to the first user terminal;
When an attendance signal for a schedule related to first schedule information among the schedule information of each of the at least one second user is received from the first user terminal, information on the first user to the schedule creator terminal that created the schedule sending a;
generating first recommended schedule data for a first recommended schedule by inputting data related to the schedule into a schedule recommendation model when a preset condition is satisfied; and
transmitting the first recommended schedule data to the first user terminal and the schedule generator terminal;
including,
The schedule recommendation model is,
Learning using schedule data for each of a plurality of users,
The learning schedule data of each of the plurality of users,
First learning input data related to the first schedule of each of the plurality of users and labeling data related to the second schedule proceeding after the first schedule of each of the plurality of users,
A computer program stored on a computer-readable storage medium.
The method of claim 1,
Transmitting the first map information including the location information of each of the at least one second user and the schedule information of each of the at least one second user to the first user terminal,
generating second map information using affiliate store information including promotion information, event information, and discount information received from at least one affiliate store terminal and location information of each of the at least one second user; and
transmitting the second map information together with the first map information to the first user terminal so that the second map information is displayed on the first user terminal;
further comprising,
A computer program stored on a computer-readable storage medium.
3. The method of claim 2,
generating second map information using affiliate store information including promotion information, event information, and discount information received from the at least one affiliate store terminal and location information of each of the at least one second user;
recognizing at least one specific affiliated store existing within a preset distance among a plurality of affiliated stores based on the current location information;
recognizing at least one specific user who has entered the at least one specific affiliate store among the at least one second user; and
generating the second map information to display the specific schedule information for the at least one specific user and the specific affiliate store information for the at least one specific affiliate store on a map;
containing,
A computer program stored on a computer-readable storage medium.
The method of claim 1,
The preset condition is
Receiving a signal allowing the participation of the first user with respect to the schedule related to the first schedule information from the schedule creator terminal,
Satisfied when the first schedule start time has elapsed,
A computer program stored on a computer-readable storage medium.
The method of claim 1,
obtaining second schedule information related to a third schedule generated by the first user;
receiving a recommended schedule request signal from the first user terminal after obtaining the second schedule information;
inputting data related to the third schedule to the schedule recommendation model into the schedule recommendation model to obtain second recommended schedule data for a second recommended schedule; and
transmitting the second recommendation schedule data to the first user terminal;
further comprising,
A computer program stored on a computer-readable storage medium.
6. The method of claim 5,
Data related to the third schedule,
including location information related to the third schedule, type information of the third schedule, personality information of the third schedule, start time information of the third schedule, and end time information of the third schedule;
The second recommended schedule data is
location information related to the second recommended schedule, type information of the second recommended schedule, personality information of the second recommended schedule, start time information of the second recommended schedule, and end time information of the second recommended schedule ,
A computer program stored on a computer-readable storage medium.
The method of claim 1,
The first learning input data,
including location information related to the first schedule, type information of the first schedule, personality information of the first schedule, start time information of the first schedule, and end time information of the first schedule;
The labeling data is
including location information related to the second schedule, type information of the second schedule, personality information of the second schedule, start time information of the second schedule, and end time information of the second schedule,
A computer program stored on a computer-readable storage medium.
The method of claim 1,
Data related to the schedule,
including location information related to the schedule, type information of the schedule, personality information of the schedule, start time information of the schedule, and end time information of the schedule;
The first recommended schedule data is
location information related to the first recommended schedule, type information of the first recommended schedule, personality information of the first recommended schedule, start time information of the first recommended schedule, and end time information of the first recommended schedule ,
A computer program stored on a computer-readable storage medium.

Images