On-campus and off-campus club recommendation service method and system based on artificial intelligence (AI)

Abstract

The present invention relates to a method for an on-campus and off-campus club recommendation service and a club recommendation service system that provides information on various activities and content related to clubs, and introduces and recommends customized clubs suitable for participants through the analysis of their interests and preferences. According to the present invention, an AI-based on-campus and off-campus club recommendation service method is provided, characterized by providing information on various activities and content related to clubs, and analyzing, introducing, and recommending customized clubs suitable for participants based on artificial intelligence through the analysis of their interests and preferences.

Description

Technology Field

[0001] The present invention relates to a method and system for recommending on-campus and off-campus clubs, and more specifically, to an AI-based method and system for recommending on-campus and off-campus clubs that provides information on various activities and content related to clubs, and introduces and recommends customized clubs suitable for participants by analyzing their areas of interest and preferences. Background Technology

[0003] Social Network Service (SNS) is a service that allows users to form relationships with unspecified strangers online. It is a service that is gaining popularity in the information society because users can build new connections or strengthen relationships with existing ones.

[0004] Users can build a new network of friends on the internet that reflects real-world friendships by sharing contact information and each other's friend lists through social networking services.

[0005] Methods for adding new friends on social networking services include sending invitation messages to desired individuals using email address books or messenger contact information.

[0006] This approach had problems, such as the difficulty in forming friendships due to the lack of accurate information about the other person, and the inability to build intimacy with someone who shares similar tendencies and tastes.

[0007] Recently, friend recommendation methods are being developed that recommend friends with similar tendencies using users' interest keywords, or recommend friends with high likeability based on accumulated user information.

[0008] These existing friend recommendation methods measure similarity based on user interests on social networks and merely recommend friends with high similarity online, but they have the problem of not being able to provide online communities that match the interests desired by the user.

[0009] Meanwhile, numerous student clubs have been established at universities, junior colleges, and high schools through autonomous student gatherings and activities. These clubs (also known as circles) can be classified according to their purpose into religious, academic, hobby, and sports categories; clubs with identical or similar characteristics exist at every university, and joint clubs are also established and operating on a national or regional scale.

[0010] Figure 1 is a chart showing the results of a survey on concerns regarding club activities, based on counseling of 1,000 elementary, middle, and high school students and their parents. In reality, it is difficult to find a club, and even if one is found, it often does not suit the individual well. Furthermore, club activities are often limited to activities within each school, and there is a lack of mutual information exchange or joint activities with clubs from other universities. Prior art literature

[0012] Republic of Korea Published Patent Application 10-2001-0105553 (Published Nov. 29, 2001) Republic of Korea Published Patent Application 10-2021-0012750 (Published Feb. 03, 2021) Republic of Korea Published Patent Application 10-2004-0063338 (Published Jul. 14, 2004) Republic of Korea Published Patent Application 10-2023-0165694 (Published Dec. 05, 2023) The problem to be solved

[0013] Accordingly, the present invention, which aims to solve the aforementioned conventional problems, provides an AI-based on-campus and off-campus club recommendation service method and a club recommendation service system capable of providing information on various activities and content related to clubs, and introducing and recommending customized clubs tailored to the participants through the analysis of their interests and preferences.

[0014] The problems solved by the present invention are not limited to those mentioned above, and other problems not mentioned will be clearly understood by those skilled in the art from the description below. means of solving the problem

[0016] According to one aspect of the present invention for achieving the objectives and other features of the present invention, an AI-based on-campus and off-campus club recommendation service method is provided, characterized by providing information on various activities and content regarding clubs, and analyzing, introducing, and recommending customized clubs suitable for participants based on artificial intelligence through the analysis of participants' interests and preferences.

[0017] According to another aspect of the present invention, an AI-based on-campus and off-campus club recommendation service system is provided, characterized by providing information on various activities and content regarding clubs, and analyzing, introducing, and recommending customized clubs suitable for participants based on artificial intelligence through the analysis of participants' areas of interest and preferences. Effects of the invention

[0019] The artificial intelligence (AI)-based on-campus and off-campus club recommendation service method and club recommendation service system according to the present invention provide the following effects.

[0020] First, the present invention has the effect of introducing and recommending customized clubs tailored to the participants by analyzing their areas of interest and preferences.

[0021] Second, the present invention can provide information on various activities and content related to clubs, thereby having the effect of promoting active club activities.

[0022] The effects of the present invention are not limited to those mentioned above, and other unmentioned problems will be clearly understood by those skilled in the art from the description below. Brief explanation of the drawing

[0024] FIGS. 1 to 24 are diagrams schematically illustrating the service process and configuration included in the AI-based on-campus and off-campus club recommendation service method and club recommendation service system according to the present invention. Specific details for implementing the invention

[0025] Further objects, features, and advantages of the present invention can be more clearly understood from the following detailed description and the accompanying drawings.

[0026] Before providing a detailed description of the present invention, it should be understood that the present invention is capable of various modifications and may have various embodiments, and that the examples described below and illustrated in the drawings are not intended to limit the present invention to specific embodiments, but rather include all modifications, equivalents, and substitutions that fall within the spirit and scope of the present invention.

[0027] When it is stated that one component is "connected" or "connected" to another component, it should be understood that while it may be directly connected or connected to that other component, there may also be other components in between. On the other hand, when it is stated that one component is "directly connected" or "directly connected" to another component, it should be understood that there are no other components in between.

[0028] The terms used in this specification are used merely to describe specific embodiments and are not intended to limit the invention. Singular expressions include plural expressions unless the context clearly indicates otherwise. In this specification, terms such as "comprising" or "having" are intended to indicate the existence of the features, numbers, steps, actions, components, parts, or combinations thereof described in the specification, and should be understood as not precluding the existence or addition of one or more other features, numbers, steps, actions, components, parts, or combinations thereof.

[0029] Additionally, terms such as "...part," "...unit," and "...module" described in the specification refer to a unit that processes at least one function or operation, and this may be implemented in hardware, software, or a combination of hardware and software.

[0030] Furthermore, in the description referring to the attached drawings, identical components are assigned the same reference numeral regardless of drawing symbols, and redundant descriptions thereof are omitted. In describing the present invention, if it is determined that a detailed description of related prior art could unnecessarily obscure the essence of the present invention, such detailed description is omitted.

[0031] Hereinafter, an artificial intelligence (AI)-based on-campus and off-campus club recommendation service method and a club recommendation service system according to a preferred embodiment of the present invention will be described in detail with reference to the attached drawings.

[0032] FIGS. 1 to 24 are diagrams schematically illustrating the service process and configuration included in the AI-based on-campus and off-campus club recommendation service method and club recommendation service system according to the present invention.

[0033] The artificial intelligence (AI)-based on-campus and off-campus club recommendation service method and club recommendation service system according to the present invention are configured to recommend clubs based on user data collection, as shown in FIGS. 1 to 24.

[0034] In other words, user information involves collecting overall content, including user activity data from various devices and wearables; after acquiring the user information, it is stored on a club recommendation service server and then constructed into a database. The process consists of recommending customized clubs based on the database information and preference diagnosis reports of the participants.

[0035] Here, user information can be collected, and based on that data, a customized mentor can be recommended exclusively to users who have purchased a premium membership (those seeking participation).

[0036] Specifically, the information acquisition module conducts mentor recommendations through the analysis module, delivers mentors via a separate database upon request, and recommends mentors exclusively to users who have purchased the corresponding premium membership (those with demand for participation).

[0037] The AI-based on-campus and off-campus club recommendation service method and club recommendation service system according to the present invention can support organizing and creating activity records into a portfolio.

[0038] Specifically, the present invention may be accomplished by dividing collected content information into various categories and storing them to form a personal database, and by organizing the database into a portfolio according to requests and sending it via digital activity wear (multimedia).

[0039] In addition, the AI-based on-campus and off-campus club recommendation service method and club recommendation service system according to the present invention may be configured to provide a team building program that encourages a team project operation environment.

[0040] Specifically, the present invention can be implemented to identify users capable of co-working and their content information through a team building program, recommend expected team projects for each user, and determine whether to proceed with co-working.

[0041] In addition, the AI-based on-campus and off-campus club recommendation service method and club recommendation service system according to the present invention can support the creation of content by utilizing generative AI, such as composition, image generation, and writing assistant.

[0042] Meanwhile, the user terminal device used in the present invention is composed of a device or apparatus capable of being linked with a club recommendation service server, and may be a smartphone with a service support application installed, or a personal computer that is linked through a service support platform by accessing the website of the club recommendation service server via a wired or wireless internet network, but is not limited thereto.

[0043] In other words, the above-mentioned user terminal device refers to a terminal device that a user who desires information related to the digital content trading service possesses or is provided at a certain location and can access the above-mentioned club recommendation service server. Such a user terminal device may be a smartphone, tablet PC, etc., containing content that allows access to the club recommendation service server through a service support application linkage unit (terminal device linkage unit or web page platform) provided by the club recommendation service server, and to use the digital content trading service of the user's needs provided by the club recommendation service server, and may be a desktop computer, laptop computer, etc.

[0044] Meanwhile, the present invention described above may include hardware components, software components, and / or hardware components and software components, and may be implemented in combinations thereof. For example, the device, method, and component described in the embodiments may be implemented using one or more general-purpose or special-purpose computers, such as, for example, a processor, a controller, an arithmetic logic unit (ALU), a digital signal processor, a microcomputer, a field programmable gate array (FPGA), a programmable logic unit (PLU), a microprocessor, or any other device capable of executing and responding to instructions. The processing unit may execute an operating system (OS) and one or more software applications executed on said operating system. Additionally, the processing unit may access, store, manipulate, process, and generate data in response to the execution of the software. For ease of understanding, the processing unit may be described as being used as a single unit, but those skilled in the art will understand that the processing unit may include a plurality of processing elements and / or a plurality of types of processing elements. For example, the processing unit may include multiple processors or one processor and one controller. Additionally, other processing configurations, such as parallel processors, are also possible.

[0045] Software may include computer programs, code, instructions, or a combination of one or more of these, and may configure a processing unit to operate as desired or command the processing unit independently or collectively. Software and / or data may be permanently or temporarily embodied in any type of machine, component, physical device, virtual equipment, computer storage medium or device, or transmitted signal wave so as to be interpreted by the processing unit or to provide instructions or data to the processing unit. Software may be distributed over networked computer systems and may be stored or executed in a distributed manner. Software and data may be stored on one or more computer-readable recording media.

[0046] The implementation according to the embodiment 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., either individually or in combination. The program instructions recorded on the medium may be those specifically designed and configured for the embodiment, or they may be those known and available to those skilled in the art of computer software. Examples of computer-readable recording media include magnetic media such as hard disks, floppy disks, and magnetic tapes; optical recording media such as CD-ROMs and DVDs; magneto-optical media such as floptical disks; and hardware devices specifically configured to store and execute program instructions, such as ROM, RAM, and flash memory. Examples of program instructions include machine code, such as that generated by a compiler, as well as high-level language code that can be executed by a computer using an interpreter, etc. The hardware devices described above may be configured to operate as one or more software modules to perform the operation of the embodiment, and vice versa.

[0047] According to the AI-based on-campus and off-campus club recommendation service method of the present invention as described above, customized clubs suitable for participants can be introduced and recommended through the analysis of participants' fields of interest and preferences, and information on various activities and content related to the clubs can be provided, thereby offering the advantage of promoting active club activities.

[0048] The embodiments described in this specification and the accompanying drawings are merely illustrative of a part of the technical concept included in the present invention. Accordingly, since the embodiments disclosed in this specification are intended to explain, not limit, the technical concept of the present invention, it is obvious that the scope of the technical concept of the present invention is not limited by these embodiments. All variations and specific embodiments that can be easily deduced by a person skilled in the art within the scope of the technical concept included in the specification and drawings of the present invention should be interpreted as being included within the scope of the rights of the present invention.

Claims

Claim 1 An AI-based on-campus and off-campus club recommendation service method characterized by providing information on various activities and content regarding clubs, and analyzing and introducing and recommending customized clubs tailored to the participants based on artificial intelligence through the analysis of the participants' interests and preferences. Claim 2 An AI-based on-campus and off-campus club recommendation service system characterized by providing information on various club activities and content, and analyzing and introducing / recommending customized clubs tailored to the participants based on artificial intelligence through the analysis of the participants' interests and preferences.

Images