KR20210075023A - A method, an apparatus and a system for providing education information sharing and recommendation - Google Patents

Abstract

An educational information sharing and recommending service providing device (100) is provided. The educational information sharing and recommending service providing device (100) comprises: a recommendation unit (110) configured to recommend a class the most suitable for a user in at least one pre-stored class; and a communication unit (150) configured to transmit a recommended result to a user terminal (200). The recommendation unit (110) individually analyzes and compares user information of the user and class information of the at least one pre-stored class to recommend a class the most suitable for the user.

Description

Method of providing educational information sharing and recommendation service and its device and system {A METHOD, AN APPARATUS AND A SYSTEM FOR PROVIDING EDUCATION INFORMATION SHARING AND RECOMMENDATION}

The present invention relates to a method for providing educational information sharing and recommendation service, and an apparatus and system for the same, and more particularly, to share educational information that can recommend the most suitable and optimized class to a user based on stored user information and class information; The present invention relates to a method for providing a recommendation service, and an apparatus and system therefor.

As the scope of use of smartphones has gradually expanded, it has become increasingly common for students and parents to use smartphones even when they want to acquire education-related information. In particular, while the conventional method of collecting or sharing information by directly visiting an Internet search, education-related homepage, or online community has been mainly used, recently, educational information-related applications are being developed and used in various ways.

However, in the case of existing applications, there are cases in which individuals can share educational information posted by each individual or allow education-related workers to promote their own educational systems, such as private academies, study rooms, and private tutoring. Most of them. That is, there is a limit in selectively receiving only the information that the user is most interested in.

Even if it is an application to which various education-related communities belong, in order for a user to join a community in an area of interest, it is necessary to invest time and search the community. In addition, since the communities to which the user joins are only operated individually, there is a problem in that in order to obtain various types of information necessary for the user to achieve a specific goal, all communities related to each information must be searched separately.

The present invention is to solve the above problems, and the present invention analyzes stored user information and class information and recommends a customized class to the user, so that the user is interested without directly searching or reading each class information. An object of the present invention is to provide a method for sharing educational information and a method for providing a recommendation service that enables easy finding of classes in the field, and a device and system thereof

In addition, the present invention analyzes information about a class created or subscribed by the user and recommends a class that best matches the user, thereby providing educational information in a field that the user is currently interested in more diversely. An object of the present invention is to provide a method for providing a sharing and recommendation service, and an apparatus and system thereof.

In addition, the present invention designs and provides a learning curriculum consisting of various learning steps and each recommended class with respect to a goal set by the user, so that the user can easily plan a learning plan without directly collecting information necessary to achieve a specific goal. The purpose of this is to provide a method for sharing educational information and a method for providing a recommendation service, and its device and system.

The technical problems of the present invention 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.

An apparatus for providing educational information sharing and recommendation service according to an embodiment of the present invention includes: a recommendation unit configured to recommend a class most suitable for a user from among at least one pre-stored class; and a communication unit configured to transmit the recommended result to a user terminal, wherein the recommendation unit analyzes and compares the user information of the user and the class information of at least one class stored in advance, respectively, to provide the user with the recommendation. It may be further configured to recommend the most matching class.

In addition, the class information may include class operator information, class notification information, class schedule information, and class curriculum information, and the recommendation unit extracts a keyword from the class information and compares it with the user information to provide the user with the information. It may be further configured to recommend the most matching class.

In addition, it may further include a design unit configured to analyze at least one designated goal stored in advance to design a learning curriculum for each designated goal, wherein the user information includes information about the personal goal set by the user. may be included, wherein the recommendation unit determines one specified target that matches the personal goal set by the user from among the at least one predefined target stored in advance, and provides a learning curriculum related to the one specified target designed by the design unit. It may be further configured to recommend.

In addition, the learning curriculum for the one designated target may include at least one learning step, and the recommendation unit may be further configured to determine and recommend a class most suitable for each learning step.

In addition, the learning curriculum related to the one designated target may include a plurality of learning steps, and the design unit extracts a plurality of classes related to the plurality of learning steps, and relates to the extracted plurality of classes. It may be further configured to design an optimal learning curriculum based on class information, wherein the optimal learning curriculum is selected from among the plurality of classes in which class training schedules do not overlap with each other, and the selected class It may be characterized in that the training schedule is designed in combination.

In addition, the recommendation unit, by analyzing the class information created or subscribed by the user, extracting the user's interest keyword, and comparing the extracted user's interest keyword with the class information of the at least one class stored in advance, the It may be further configured to recommend a class that best suits the user.

Educational information sharing and recommendation service providing system according to another embodiment of the present invention, the educational information sharing and recommendation service providing apparatus; and at least one user terminal communicatively coupled to the educational information sharing and recommendation service providing apparatus.

A method for sharing educational information and providing a recommendation service according to another embodiment of the present invention includes: recommending a class most suitable for a user from among at least one pre-stored class; and transmitting the recommended result to a user terminal, wherein the step of recommending a class most suitable for a user from among the at least one pre-stored class includes: the user information of the user and the pre-stored at least one It may include analyzing and comparing each class information of the class.

In addition, the class information may include class operator information, class notification information, class schedule information, and class curriculum information, and the step of recommending a class most suitable for a user from among the at least one pre-stored class includes: extracting keywords from the information; and comparing the extracted keyword with the user information, and recommending a class that best matches the user.

In addition, the user information may include information about a personal goal set by the user, and the method for sharing educational information and providing a recommendation service analyzes at least one pre-stored designated goal, and relates to each designated goal. designing a learning curriculum; determining one designated goal matching the personal goal set by the user from among the at least one pre-stored designated goal; and recommending a learning curriculum with respect to the designed one designated goal.

In addition, the learning curriculum related to the one designated goal may include at least one learning step, and the method for sharing educational information and providing a recommendation service includes determining and recommending a class most suitable for each learning step. may further include.

In addition, the learning curriculum for the one designated target may include a plurality of learning steps, and the method for providing educational information sharing and recommendation service includes: extracting a plurality of classes related to the plurality of learning steps; and designing an optimal learning curriculum based on the extracted class information on the plurality of classes, and designing an optimal learning curriculum based on the extracted class information on the plurality of classes. Selecting a part of the plurality of classes that do not overlap with each other in the class education schedule; and designing an optimal learning curriculum by combining the training schedules of the selected classes.

In addition, extracting the user's interest keywords by analyzing the class information created or subscribed by the user; comparing the extracted user's interest keyword with class information of at least one class stored in advance; and recommending a class most suitable for the user.

According to the method and the apparatus and system for providing educational information sharing and recommendation service according to an embodiment of the present invention, by analyzing stored user information and class information and recommending a class most suitable to the user, the user can directly search or It makes it easy to find a class in an area of interest without having to browse each class information.

In addition, according to the method for sharing educational information and providing a recommendation service according to an embodiment of the present invention, and an apparatus and system therefor, by analyzing information on a class created or subscribed by the user and recommending a class most suitable to the user, the user to provide more diverse educational information in the field of current interest.

In addition, according to the method and the apparatus and system for sharing educational information and providing a recommendation service according to an embodiment of the present invention, a learning curriculum composed of various learning steps and each recommended class is designed and provided with respect to a goal set by a user By doing so, users can easily establish a learning plan even if they do not directly collect the information necessary to achieve a specific goal.

In order to more fully understand the drawings cited in the Detailed Description, a brief description of each drawing is provided.
1 to 2 are schematic block diagrams of educational information sharing and recommendation service providing systems 1000 and 1000' according to an embodiment of the present invention.
3 schematically illustrates an example in which a class is recommended based on a result of analyzing user information according to an embodiment of the present invention.
4 is a schematic diagram illustrating an example in which a class is recommended based on a result of analyzing class information to which a user belongs according to an embodiment of the present invention.
5 schematically shows an example in which a learning curriculum and learning steps related to a designated goal are designed according to an embodiment of the present invention.
6 is a diagrammatic view illustrating an example in which a learning curriculum and a class for a specified goal consistent with a user's personal goal are recommended according to an embodiment of the present invention.

Hereinafter, embodiments according to the present invention will be described with reference to the accompanying drawings. In adding reference numerals to the components of each drawing, it should be noted that the same components are given the same reference numerals as much as possible even though they are indicated on different drawings. In addition, in describing the embodiment of the present invention, if it is determined that a detailed description of a related known configuration or function interferes with the understanding of the embodiment of the present invention, the detailed description thereof will be omitted. In addition, embodiments of the present invention will be described below, but the technical spirit of the present invention is not limited thereto and may be variously implemented by those skilled in the art.

Throughout the specification, when a part is "connected" with another part, this includes not only the case of being "directly connected" but also the case of being "indirectly connected" with another element interposed therebetween. . Throughout the specification, when a part "includes" a certain element, it means that other elements may be further included, rather than excluding other elements, unless otherwise stated. In addition, in describing the components of the embodiment of the present invention, terms such as first, second, A, B, (a), (b), etc. may be used. These terms are only for distinguishing the components from other components, and the essence, order, or order of the components are not limited by the terms.

1 to 2 are schematic block diagrams of educational information sharing and recommendation service providing systems 1000 and 1000' according to an embodiment of the present invention.

As shown in FIG. 1 , the educational information sharing and recommendation service providing system 1000 according to an embodiment of the present invention may include an educational information sharing and recommendation service providing apparatus 100 and a user terminal 200 . . That is, the educational information sharing and recommendation service providing apparatus 100 of FIG. 1 may be communicatively coupled to at least one user terminal 200 .

For reference, user terminal 200 is a system, subscriber unit, subscriber station, mobile station, mobile, remote station, remote terminal, mobile device, access terminal, terminal, wireless communication device, user agent, user device or user equipment (UE). ) may also be referred to as An access terminal is a cellular telephone, cordless telephone, Session Initiation Protocol (SIP) telephone, wireless local loop (WLL) station, personal digital assistant (PDA), handheld device with wireless connectivity capability, computing device or wireless modem connected to It may be another processing device.

In addition, the educational information sharing and recommendation service providing apparatus 100 according to an embodiment of the present invention corresponds to a self-application (APP)-based device produced and operated by an individual or a private company, and various Depending on the expression method, the term may be referred to as a device, equipment, server, platform, or the like.

As shown in FIG. 1 , an apparatus 100 for sharing educational information and providing a recommendation service according to an embodiment of the present invention includes a recommendation unit 110 , a design unit 120 , a storage unit 130 , a control unit 140 , It may include a communication unit 150 .

For reference, the components 110 , 120 , 130 , 140 , and 150 of the educational information sharing and recommendation service providing apparatus 100 shown in FIG. 1 provide educational information sharing and recommendation service according to an embodiment of the present invention. These are merely exemplary components for describing the operation, function, and the like of the apparatus 100 . That is, the apparatus 100 for providing educational information sharing and recommendation service according to an embodiment of the present invention includes components other than the illustrated components 110 , 120 , 130 , 140 and 150 (eg, a power supply unit, It is clear that it may further include a monitoring unit, etc.).

The recommendation unit 110 may be configured to recommend a class most suitable to the user, that is, a class customized to the user from among at least one pre-stored class.

The recommendation unit 110 may first perform a recommendation function when a user requests a class recommendation. That is, the user may transmit a class recommendation request through the user terminal 200 as necessary, and the recommendation unit 110 may recommend a class most suitable to the user in response to the received class recommendation request.

Conversely, the recommendation unit 110 may perform a recommendation function even when there is no user request for class recommendation. That is, when the application according to an embodiment of the present invention is executed in the user terminal 200 , information on a class recommended to the user may be output to at least one area on the screen. In this case, the recommendation unit 110 re-performs the recommendation function whenever there is an update of the information stored in the storage unit 130 or at a preset period (eg, a preset class recommendation period, etc.), and outputs it to the corresponding area. You can change the class recommended to the user and information about it.

Meanwhile, at least one class may be pre-stored in the storage unit 130 . That is, a user or administrator may create a new class by inputting class information, and may modify class information or delete a class with respect to an already created class. The recommendation unit 110 may recommend a class most suitable to the user from among the classes stored in the storage unit 130 at the time of performing the recommendation function.

For reference, in the following specification, a user who creates and manages a new class will be referred to as a 'class operator', and a terminal owned by the class operator will be referred to as a 'class operator terminal 400'. In other words, a user may join a specific class created and managed by another person, or may create and manage his/her own class. to distinguish

The recommendation unit 110 may be further configured to recommend a class that best matches the user by analyzing and comparing the user information of the user and the class information of at least one pre-stored class, respectively.

More specifically, the user may input user information through the user terminal 200 , and the input information may be analyzed by the recommendation unit 110 . The user information may include information such as the user's age, region, affiliated school, grade, class, affiliated academy, hobbies, future job, target school, and department. Or, if the user is a parent of a student, information about the child, such as the child's age, school, grade, class, affiliated school, hobbies, type of information required, educational field of interest, activity area, educational cost availability, and contact information Information about the parent, such as time, may also be included.

On the other hand, the class information may include class operator information, class notification information, class schedule information, and class curriculum information, and the recommendation unit 110 extracts a keyword from such class information and compares it with user information, thereby providing the best user experience. It may be further configured to recommend matching classes.

Here, the class operator information, class notification information, class schedule information, and class curriculum information correspond to information that can be confirmed when entering each class home screen in an application executed according to an embodiment of the present invention. Class operator information is, for example, if the class operator is a teacher of a 'British English conversation class', information such as '10 years of residence in the UK', '5 years of working experience at an English academy', 'popular class operator in the second half of 2019' may include. The class notification information refers to information about notifications generated by date and time according to a class schedule or a class curriculum. Class schedule information refers to information on education-related schedules (eg, 'education entrance exam schedule', 'field experiential learning schedule', etc.) conducted regularly or temporarily in the class, and It may contain information about time. Class curriculum information refers to information about the curriculum conducted in the class (for example, 'Practical Conversation Course for UK Travel Completed in 4 Weeks', 'Preliminary Middle School Students Every Monday and Wednesday English Conversation Class', etc.) It may include information about the duration, day and time of the curriculum.

For reference, class information may include a variety of information including class classification (school, academy, small group, etc.), affiliated school, class name, start year, and whether or not, in addition to the above information, based on these various class information A class most suitable for the user may be recommended.

Also, there may be various methods for the recommendation unit 110 to analyze and compare the user information and the class information, and as an example, a keyword may be extracted from the class information and compared with the user information.

For example, if information such as '10 years of residence in the UK' is included among the class operator information of 'Class A', the keyword 'UK' can be extracted from it, and 'English conversation class for pre-middle school students' from the class curriculum information If such information is included, the keyword 'English conversation' can be extracted from it. Afterwards, in the case where the target school includes a university in the UK among the user information, the recommendation unit 110 may recommend 'Class A' by analyzing that a plurality of keywords are related to the corresponding user. However, a method for the recommendation unit 110 to extract a keyword from class information and a method for recommending a class by comparing the extracted keyword with user information may vary, and the above-described methods are merely exemplary.

In addition, the recommendation unit 110 extracts the user's interest keyword by analyzing the class information created or subscribed by the user, and compares the extracted user's interest keyword with the class information of at least one class stored in advance to the user. It can be configured to recommend the most matching class.

A user may belong to a plurality of classes within an application according to an embodiment of the present invention. That is, the user may subscribe to at least one class, and at the same time, the user may directly create at least one class and act as a class operator. In the following specification, when describing all classes created or subscribed by a user inclusive, it will be referred to as a 'user belonging class'.

The recommendation unit 110 may extract a keyword of interest of the user by analyzing class information of the class to which the user belongs. Here, the user's interest keyword may be a keyword commonly included in all user-affiliated classes or a plurality of user-affiliated classes. For example, if the keyword 'elementary math' is included in the class curriculum information of all user's classes, the recommender 110 may extract 'elementary math' as the user's interest keyword. Thereafter, the recommendation unit 110 finds a class including the keyword of 'elementary mathematics' in the class information among at least one class stored in the storage unit 130 (in this case, the user recommended class is preferably excluded) and provides the user with a search. can recommend

According to a further embodiment of the present invention, the recommendation unit 110 analyzes the user information or interest keyword of the user to recommend a class used by other users having the same or similar user information or user information including the interest keyword to the user. can be configured. For example, when information such as '20's' or 'male' is included in the user's information or keywords, the recommender 110 sets the class (eg, 'Hong Gil-dong's Health Class' class, etc.) can be recommended to the user.

Also, the recommendation unit 110 may be configured to recommend a class including a keyword related to user information or a keyword of interest to the user. For example, when user information or interest keywords include 'cooking', 'housewife', etc., 'cleaning' associated therewith. Classes including keywords such as 'organization' and 'minimal life' can be recommended to the user.

The design unit 120 may be configured to analyze at least one pre-stored designated goal to design a learning curriculum for each designated goal.

More specifically, the manager may input a designated target through the manager server 300 and store it in the storage unit 130 . The design unit 120 may divide and analyze the stored designated goal into various criteria such as a word unit, a sentence component unit, a sentence unit, and the like, and based on the analysis result, use at least one learning step determined to be necessary to achieve the designated goal. You can design a structured learning curriculum. A specific example of a method in which the design unit 120 analyzes the designated target will be described later in detail with reference to FIG. 5 .

The user information may include information on a personal goal set by the user, and the recommendation unit 110 may determine one designated goal matching the personal goal set by the user from among at least one pre-stored designated goal. In addition, it may be further configured to recommend a learning curriculum for one designated target designed by the design unit 120 . That is, when a learning curriculum composed of at least one learning step is designed by the design unit 120 , the recommendation unit 110 may recommend it as a learning curriculum that best meets the user's personal goal.

In recommending the learning curriculum designed by the design unit 120 to the user, the recommendation unit 110 according to an additional embodiment of the present invention may determine and recommend a class related thereto.

For example, the learning curriculum for one designated goal designed by the design unit 120 includes at least one learning step, and the recommendation unit 110 determines and recommends a class most suitable for each learning step. can be composed of Here, the learning step may include knowledge, skills, qualifications (license/certification), etc. determined to be necessary to achieve a corresponding specified goal. The recommendation unit 110 may determine and recommend the class most suitable for each of these learning steps, and the specific method for determining the class most suitable for the learning step is the same as the method for determining the class most suitable for the user described above. Since they are similar, the description will be omitted in this paragraph. In addition, a specific example of a learning curriculum including learning steps related to specific knowledge, skills, qualifications, etc. will be described later with reference to FIG. 5 .

Meanwhile, the class operator may input and store information such as knowledge, skill, and qualification in class information through the class operator terminal 400 . The information input in this way may be used when the recommendation unit 110 recommends a class to the user or when the design unit 120 analyzes a class related to each learning step of the learning curriculum.

As another example, the learning curriculum for one designated target includes a plurality of learning steps, the design unit 120 extracts a plurality of classes related to the plurality of learning steps, and class information about the plurality of extracted classes It may be further configured to design an optimal learning curriculum based on

More specifically, the design unit 120 may determine a plurality of learning steps that can constitute a learning curriculum for one designated target, and among the plurality of learning steps, learning steps with overlapping topics or contents may be included. can The design unit 120 may extract a class related to each learning step from among the classes stored in the storage unit 130 , and accordingly, a plurality of classes may be extracted with respect to one designated target. In this case, the design unit 120 may analyze class information on a plurality of extracted classes to select classes whose class training schedules do not overlap with each other. That is, the optimal learning curriculum may be characterized in that a part of a plurality of classes whose class education schedules do not overlap with each other is selected, and the education schedules of the selected classes are combined to be designed. A specific example in which an optimal learning curriculum is designed as described above will be described in detail later with reference to FIG. 6 .

The storage unit 130 may be configured to store user information and class information. In addition, the storage unit 130 may store the designated goal and the learning curriculum designed by the design unit 120 in relation thereto, and other educational information sharing and recommendation service providing apparatus 100 according to an embodiment of the present invention. Various information generated or transmitted and received can be stored.

In addition, the information stored in the storage unit 130 may be shared by interworking with the user terminal 200 , the manager server 300 , the class operator terminal 400 , and the like through the communication unit 150 . However, an administrator, a class operator, or a user may select whether to share or not. In addition, the user may transmit feedback on the information stored in the storage unit 130 through the user terminal 200 , and such feedback information may also be stored in the storage unit 130 .

For reference, the storage unit 130 is, as known to those skilled in the art, a hard disk drive (HDD), read only memory (ROM), random access memory (RAM), electrically erasable and programmable read only memory (EEPROM), flash Various types of storage devices that allow input and output of information, such as flash memory, CF (Compact Flash) card, SD (Secure Digital) card, SM (Smart Media) card, MMC (Multimedia) card, or Memory Stick may be implemented as shown in FIG. 1 , and may be provided inside the educational information sharing and recommendation service providing apparatus 100 or provided in a separate external device.

The controller 140 may be configured to control the recommendation unit 110 , the design unit 120 , the storage unit 130 , and the communication unit 150 . In addition, the control unit 140 may be additionally configured to frequently update various information stored in the storage unit 130 .

More specifically, when the user modifies user information or inputs new information through the user terminal 200 , the control unit 140 finds the changed information in comparison with the user information stored in the storage unit 130 and updates it. can Similarly, when the class operator modifies the class information or inputs new information through the class operator terminal 400, the control unit 140 finds the changed information in comparison with the class information stored in the storage unit 130 and updates it. can

In addition, the manager may add a designated target through the manager server 300 , in which case the controller 140 may determine whether there is a designated target identical to the designated goal among the designated goals stored in the storage unit 130 , and the same designation When it is determined that there is no target, it may be newly stored in the storage unit 130 .

For reference, even when the user sets a personal goal, the controller 140 may determine whether there is a designated goal identical to the designated goal stored in the storage unit 130 . As a result of the determination, if it is determined that the personal goals set by the user are not the same as all the stored designated goals, the controller 140 may transmit the corresponding data to the design unit 120 so that a new designated goal is added.

Meanwhile, the functions performed by the above-described control unit 140 are merely exemplary, and various information stored in the storage unit 130 can be compared with information newly input, and the changed information is stored in the storage unit 130 accordingly. You can update the information by doing this.

For reference, the controller 140 may be implemented as a processor, a micro-processor, a controller, a micro-controller, or the like.

The communication unit 150 may be configured to transmit a result recommended by the recommendation unit 110 to the user terminal 200 . In addition, the communication unit 150 shares educational information according to an embodiment of the present invention, such as user information, class information, and information on a designated target, from the user terminal 200 , the manager server 300 or the class operator terminal 400 , and Various types of information required to perform a method of providing a recommendation service may be received.

For reference, the communication unit 150 is provided for direct connection to the outside or connection through a network, and may be a wired and/or wireless communication unit 150 . Specifically, the communication unit 150 transmits data from the recommendation unit 110 , the design unit 120 , the storage unit 130 , the control unit 140 by wire or wirelessly, or receives data from the outside by wire or wirelessly. It may be transmitted to the recommendation unit 110 , the design unit 120 , or the control unit 140 , or may be stored in the storage unit 130 . The data may include content such as text, images, and moving images, and user images.

Communication unit 150 is LAN, WCDMA (Wideband Code Division Multiple Access), LTE (Long Term Evolution), WiBro (Wireless Broadband Internet), RF (Radio Frequency) communication, wireless LAN (Wireless LAN), Wi-Fi (Wireless) Fidelity), NFC (Near Field Communication), Bluetooth, infrared communication, etc. However, this is an example, and according to an embodiment to which the present invention is applied, various wired and wireless communication technologies applicable in the art may be used.

2 is a schematic block diagram of an educational information sharing and recommendation service providing system 1000' according to a further embodiment of the present invention. As shown in FIG. 2 , the educational information sharing and recommendation service providing system 1000 ′ may further include a manager server 300 and a class operator terminal 400 . That is, the educational information sharing and recommendation service providing apparatus 100 of FIG. 2 may be further communicatively coupled with at least one manager server 300 or at least one class operator terminal 400 .

The manager may input and store a new designated target through the manager server 300 , and the class operator may create a new class or change class information of an already created class through the class operator terminal 400 .

3 schematically illustrates an example in which a class is recommended based on a result of analyzing user information according to an embodiment of the present invention.

As shown in FIG. 3 , the method for sharing educational information and providing a recommendation service according to an embodiment of the present invention may include recommending a class most suitable for a user from among at least one pre-stored class. In this case, the step of recommending the class most suitable to the user from among the at least one pre-stored class may include analyzing and comparing the user information of the user and the class information of the at least one pre-stored class, respectively.

More specifically, referring to FIG. 3 , class information about all stored classes (eg, first class, second class, ..., n-th class) may be analyzed, and the user information of the user may be analyzed separately. can be analyzed. Thereafter, by comparing the respective analysis results, the 'mth class' may be extracted as the class most suitable for the user, and a result of recommending the corresponding class to the user may be transmitted.

Also, although not shown in the drawings, the method for sharing educational information and providing a recommendation service according to an embodiment of the present invention may include transmitting the recommended result to the user terminal 200 .

In addition, the class information may include class operator information, class notification information, class schedule information, and class curriculum information, and the step of recommending a class most suitable to the user from among at least one pre-stored class includes a keyword from the class information. and recommending a class that best matches the user by comparing the extracted keyword with user information. Since the method of recommending a class based on the keyword extracted from the class information is the same as described above, a redundant description will be omitted in this paragraph.

4 is a diagram illustrating an example in which a class is recommended based on a result of analyzing class information to which a user belongs according to an embodiment of the present invention.

As shown in FIG. 4 , the method for sharing educational information and providing a recommendation service according to an embodiment of the present invention includes the steps of extracting a keyword of interest of the user by analyzing class information created or subscribed by the user, the extracted user's The method may further include comparing the keyword of interest with class information of at least one class stored in advance, and recommending a class that best matches the user.

More specifically, referring to FIG. 4 , first, class information regarding all stored classes (eg, first class, second class, ..., n-th class) may be analyzed as in FIG. 3 . In addition, separately from this, class information about the class to which the user belongs, that is, all classes (eg, class A, class B, and class C) created or subscribed by the user may be analyzed. In this case, the user's interest keyword may be extracted based on the analysis result of the class information of the user belonging class. Subsequently, the extracted user's interest keyword and the analysis result of class information on all stored classes may be compared, and as a result of the comparison, the 'kth class' may be extracted and recommended to the user as the class most suitable for the user.

5 schematically shows an example in which a learning curriculum and learning steps related to a designated goal are designed according to an embodiment of the present invention.

As shown in FIG. 5 , the method for sharing educational information and providing a recommendation service according to an embodiment of the present invention includes the steps of analyzing at least one pre-stored designated goal, and designing a learning curriculum for each designated goal. may include

For example, referring to FIG. 5 , 'American graphic designer' may be input and stored as one designated goal, and as a result of analyzing the designated goal according to an embodiment of the present invention, one learning curriculum is to be designed. can In this case, the designated goal may be added by the administrator through the administrator server 300 or may be generated by information extracted from the user's personal goal set by the user.

Meanwhile, one learning curriculum may include at least one learning step constituting it. For example, referring to FIG. 5 , a learning curriculum designed for a designated goal of 'American graphic designer' may consist of a total of seven learning steps. Each learning step is a learning step, that is, a learning step determined to be necessary to achieve the designated goal of 'American graphic designer' by the educational information sharing and recommendation service providing apparatus 100 according to an embodiment of the present invention. admit.

In addition, as described above, the learning step may include knowledge, skills, qualifications (license/certification), etc. that are determined to be necessary to achieve a corresponding designated goal. For example, referring to FIG. 5 , 'English Language', 'Communication and Media', and 'Knowledge of Design Technique and Tools' may be included as learning steps related to knowledge, and 'Active Listening and Speaking in English', 'Critical Thinking and Writing', and 'Visualization' may be included, and 'Adobe Photoshop CC 2018 (Recommended Certification)' may be included as a learning step for qualification.

In addition, a learning order may be designated and recommended for each learning step constituting the learning curriculum, if necessary. That is, for example, after learning 'Knowledge of Design Technique and Tools', a learning step about knowledge, learn 'Visualization', a learning step on technology, and then 'Adobe Photoshop CC 2018', a learning step about qualification (Recommended Certification)', so that the user can approach the specified goal by performing the learning curriculum more efficiently.

When the learning curriculum for each designated goal is designed in this way, the designed result may be stored in the storage unit 130 . Thereafter, when it is determined that one designated goal coincides with the personal goal set by the user from among the stored at least one designated goal, the recommendation unit 110 may recommend the stored learning curriculum to the user. Details regarding the recommendation of such a learning curriculum may be described with reference to FIG. 6 .

6 is a diagrammatic view illustrating an example in which a learning curriculum and a class for a specified goal consistent with a user's personal goal are recommended according to an embodiment of the present invention.

As shown in FIG. 6 , the user information may include information on a personal goal set by the user, and the method for sharing educational information and providing a recommendation service according to an embodiment of the present invention includes at least one pre-stored designation. The method may further include the steps of determining one designated goal matching the personal goal set by the user from among the goals and recommending a learning curriculum related to the one designated designated goal.

For example, referring to FIG. 6 , the user may set the user's personal goal by inputting 'becoming a graphic designer in the United States'. In this case, the apparatus 100 for providing educational information sharing and recommendation service according to an embodiment of the present invention may find 'American graphic designer', which is a designated goal that matches the user's personal goal from among the preset goals.

In this case, there may be various methods for determining the designated goal matching the user's personal goal. For example, the personal goal and the designated goal may be analyzed and compared in word units to determine whether they match. That is, since the words 'USA', 'graphic', and 'designer' are included in the same way, it can be determined that both goals coincide with each other. Alternatively, analysis may be performed in units of sentence components rather than words and may be compared. That is, for the user's personal goal, the sentence component can be analyzed as an adverb 'United States' and an object word 'graphic designer', and 'American graphic designer', a designated target that includes them at the same time, is found, and both goals are consistent with each other. can be judged as However, the above-described determination method is merely exemplary, and it is possible to determine a designated goal that coincides with an individual goal according to various criteria and methods.

In addition, as shown in FIG. 6 , the learning curriculum for one designated goal may include at least one learning step, and the method for sharing educational information and providing a recommendation service is to select a class most suitable for each learning step. It may further include a step of determining and recommending.

For example, referring to FIG. 6 , the learning curriculum for the designated goal of 'American graphic designer' consists of a total of seven learning steps, and the class most suitable for each learning step is extracted one by one as a 'recommended class'. can be judged. That is, 'Class A' is recommended as the most suitable class for the learning step 'English Language', and 'Class B' is recommended as the most suitable class for the learning step 'Active Listening and Speaking in English'. have. In this case, it is natural that the same class may be recommended according to the analysis and extraction results even in different learning steps.

As shown in FIG. 6 , when it is determined that the class most suitable for each learning step is a 'recommended class', a learning curriculum including information about the recommended class may be stored in the storage unit 130 . Subsequently, a result of recommending a learning curriculum including each stored learning step and recommended class may be transmitted to the user.

On the other hand, although not shown in the drawings, according to another embodiment of the present invention, the learning curriculum for one designated goal may include a plurality of learning steps, and the method for sharing educational information and providing a recommendation service includes a plurality of learning steps The method may further include extracting a plurality of classes related to and designing an optimal learning curriculum based on class information about the extracted plurality of classes. In this case, the step of designing an optimal learning curriculum based on the class information about the plurality of classes extracted includes the step of selecting a part of the plurality of classes whose class training schedule does not overlap with each other and combining the training schedule of the selected class. and designing an optimal learning curriculum.

For example, 'Active Listening and Speaking in English' and 'English Conversation Skills', which are learning steps with similar contents with respect to the designated goal of 'American graphic designer', may be extracted, and 'Visualization', a separate learning step, may be extracted. can be extracted. In addition, 'Class A' is extracted as a class related to the learning step of 'Active Listening and Speaking in English', 'Class B' is extracted as a class related to the learning step of 'English Conversation Skills', and 'Visualization' As a class related to the learning step of 'C class' can be extracted. In this case, in order to design an optimal learning curriculum, class information on each of class A, class B, and class C may be analyzed to determine whether the class training schedule overlaps.

That is, for example, the curriculum called 'Active Listening and Speaking Class' of Class A is conducted from the beginning of October to the end of November 2019, and the curriculum called 'English Conversation Skills' of Class B is conducted from the beginning of November 2019. It can run until the end of December. On the other hand, the curriculum called 'Practical Visualization' of the C class can be started after December 2019. At this time, the design unit 120 according to the embodiment of the present invention may design an optimal learning curriculum by selecting a class A, in which class C and an education schedule do not overlap, among classes A and B.

For reference, standards and methods for designing an optimal learning curriculum may vary, and as described above, the method of selecting and designing classes that do not overlap a certain period of class education is merely exemplary.

According to a further embodiment of the present invention, the recommendation unit 110 may be configured to recommend a user to a class operator. For example, the user information may include the user's public/private state information, and the recommendation unit 110 may determine and recommend a user matching the corresponding class among users set to the public state for the class operator. In this case, the communication unit 150 may transmit the recommended result to the class operator terminal 400 . The class operator can induce users to join the class or promote the curriculum of the class by recommending users related to the corresponding class information.

Also, the recommendation unit 110 may determine a user who has set a relevant personal goal among users set in the public state, and mutually recommend users of both sides. That is, when a plurality of users who set personal goals similar to each other are found as a result of analyzing the personal goals set by each user, the recommendation unit 110 recommends the other user to the user terminals 200 on both sides. The recommendation result can be transmitted. A user can share educational information or form a study to achieve a goal by receiving a recommendation from a user having a personal goal similar to the user.

According to a further embodiment of the present invention, there may be a plurality of classes recommended to the user, and when a plurality of classes are recommended, a recommended class list may be generated. The criteria for determining the order of the list of recommended classes may vary, for example, a class with many keywords that match user information, a class with an imminent training schedule, and the age or region of other users who have joined the class. A list of recommended classes may be generated according to criteria such as similar classes. In addition, the user may set or change a criterion by which the order of the recommended class list is determined in advance.

Also, according to a further embodiment of the present invention, the educational information sharing and recommendation service providing apparatus 100 may be configured to provide a sample of a recommended class to the user. For example, the user may receive and experience some of the images of the recommended class, and may determine whether to select the corresponding class through this experience.

In addition, according to a further embodiment of the present invention, the educational information sharing and recommendation service providing apparatus 100 may be configured to provide summary information of a recommended class to a user. In addition, the educational information sharing and recommendation service providing apparatus 100 may provide the user with summary information of a class recommended to a plurality of users, and the user may be configured to add a class in which the provided summary information is displayed to the watchlist. can

In addition, according to a further embodiment of the present invention, the educational information sharing and recommendation service providing apparatus 100 converts the information stored in the storage unit 130 into big data so that the user can be provided with similar information based on the big data. It can be configured to create a class that can For example, the math ability test arithmetic area problem may be stored in the storage unit 130 , and the educational information sharing and recommendation service providing apparatus 100 converts it into big data to select problems with similar difficulty or question area to the user. It can be configured to provide

As described above, according to the method and the apparatus and system for sharing educational information and providing a recommendation service according to an embodiment of the present invention, by analyzing the stored user information and class information and recommending a class most suitable to the user, the user It allows you to easily find classes in your field of interest without having to directly search or browse each class information.

In addition, according to the method for sharing educational information and providing a recommendation service according to an embodiment of the present invention, and an apparatus and system therefor, by analyzing information on a class created or subscribed by the user and recommending a class most suitable to the user, the user to provide more diverse educational information in the field of current interest.

In addition, according to the method and the apparatus and system for sharing educational information and providing a recommendation service according to an embodiment of the present invention, a learning curriculum composed of various learning steps and each recommended class is designed and provided with respect to a goal set by a user By doing so, users can easily establish a learning plan even if they do not directly collect the information necessary to achieve a specific goal.

Meanwhile, various embodiments described herein may be implemented by hardware, middleware, microcode, software, and/or a combination thereof. For example, various embodiments may include one or more application specific semiconductors (ASICs), digital signal processors (DSPs), digital signal processing devices (DSPDs), programmable logic devices (PLDs), field programmable gate arrays (FPGAs). ), processors, controllers, microcontrollers, microprocessors, other electronic units designed to perform the functions presented herein, or a combination thereof.

Also, for example, the various embodiments may be embodied in or encoded on a computer-readable medium comprising instructions. The instructions embodied or encoded on the computer-readable medium may cause a programmable processor or other processor to perform a method, for example, when the instructions are executed. Computer-readable media includes computer storage media, which may be any available media that can be accessed by a computer. For example, such computer-readable media may include RAM, ROM, EEPROM, CD-ROM, or other optical disk storage media, magnetic disk storage media, or other magnetic storage devices.

Such hardware, software, firmware, etc. may be implemented in the same device or in separate devices to support the various operations and functions described herein. Additionally, components, units, modules, components, etc. described as “parts” in the present invention may be implemented together or individually as separate but interoperable logic devices. Depictions of different features of modules, units, etc. are intended to emphasize different functional embodiments, and do not necessarily imply that they must be realized by separate hardware or software components. Rather, functionality associated with one or more modules or units may be performed by separate hardware or software components or integrated within common or separate hardware or software components.

Although acts are shown in the figures in a particular order, it should not be understood that these acts need to be performed in the particular order shown, or sequential order, or all shown acts need to be performed to achieve a desired result. . In certain circumstances, multitasking and parallel processing may be advantageous. Moreover, the division of various components in the above-described embodiments should not be construed as requiring such division in all embodiments, and the described components will generally be integrated together into a single software product or packaged into multiple software products. It should be understood that there can be

As described above, the best embodiment has been disclosed in the drawings and the specification. Although specific terms are used herein, they are used only for the purpose of describing the present invention and are not used to limit the meaning or scope of the present invention described in the claims. Therefore, it will be understood by those skilled in the art that various modifications and equivalent other embodiments are possible therefrom. Therefore, the true technical protection scope of the present invention should be determined by the technical spirit of the appended claims.

100: Educational information sharing and recommendation service providing device
110: recommendation
120: design department
130: storage
140: control unit
150: communication department
200: user terminal
300: admin server
400: class operator terminal
1000: Educational information sharing and recommendation service provision system

Claims (13)

As an educational information sharing and recommendation service providing device,
a recommendation unit configured to recommend a class most suitable for a user from among at least one pre-stored class; and
and a communication unit configured to transmit the recommended result to a user terminal,
The recommendation unit is further configured to recommend a class that best matches the user by analyzing and comparing each of the user information of the user and the class information of the at least one class stored in advance,
Educational information sharing and recommendation service providing device. The method of claim 1,
The class information includes class operator information, class notification information, class schedule information, and class curriculum information,
The recommendation unit is further configured to recommend a class most suitable for the user by extracting a keyword from the class information and comparing it with the user information,
Educational information sharing and recommendation service providing device. The method of claim 1,
and a design unit configured to analyze at least one specified target stored in advance to design a learning curriculum for each specified target,
The user information includes information about a personal goal set by the user,
The recommendation unit is configured to determine one specified target matching the personal goal set by the user from among the at least one predefined target stored in advance, and to recommend a learning curriculum related to the one specified target designed by the design unit. composed,
Educational information sharing and recommendation service providing device. 4. The method of claim 3,
The learning curriculum for the one designated goal includes at least one learning step,
The recommendation unit is further configured to determine and recommend a class most suitable for each learning step,
Educational information sharing and recommendation service providing device. 4. The method of claim 3,
The learning curriculum for the one designated target includes a plurality of learning steps,
The design unit is further configured to extract a plurality of classes related to the plurality of learning steps, and design an optimal learning curriculum based on class information about the extracted plurality of classes,
The optimal learning curriculum is characterized in that a part of the class education schedule that does not overlap with each other is selected from among the plurality of classes, and the education schedule of the selected class is combined and designed,
Educational information sharing and recommendation service providing device. The method of claim 1,
The recommendation unit, by analyzing the class information generated or subscribed by the user, extracting the user's interest keyword, and comparing the extracted user's interest keyword with the class information of the at least one class stored in advance, further configured to recommend the most suitable class,
Educational information sharing and recommendation service providing device. A device for providing educational information sharing and recommendation service according to claim 1; and
Comprising at least one user terminal communicatively coupled to the educational information sharing and recommendation service providing device,
Educational information sharing and recommendation service provision system. As a method of sharing educational information and providing a recommendation service,
recommending a class most suitable for a user from among at least one pre-stored class; and
Transmitting the recommended result to a user terminal,
The step of recommending a class most suitable for a user from among the at least one pre-stored class includes:
Comprising the step of analyzing and comparing each of the user information of the user and the class information of the at least one class stored in advance,
How to share educational information and provide recommendation services. 9. The method of claim 8,
The class information includes class operator information, class notification information, class schedule information, and class curriculum information,
The step of recommending a class most suitable for a user from among the at least one pre-stored class includes:
extracting a keyword from the class information; and
Comprising the step of recommending a class that best matches the user by comparing the extracted keyword with the user information,
How to share educational information and provide recommendation services. 9. The method of claim 8,
The user information includes information about a personal goal set by the user,
The method of sharing the education information and providing the recommendation service is,
analyzing at least one pre-stored designated goal to design a learning curriculum for each designated goal;
determining one designated goal matching the personal goal set by the user from among the at least one pre-stored designated goal; and
The method further comprising the step of recommending a learning curriculum for the designed one specified goal,
How to share educational information and provide recommendation services. 11. The method of claim 10,
The learning curriculum for the one designated goal includes at least one learning step,
The method of sharing the education information and providing the recommendation service is,
Further comprising the step of determining and recommending the class most suitable for each learning step,
How to share educational information and provide recommendation services. 11. The method of claim 10,
The learning curriculum for the one designated target includes a plurality of learning steps,
The method of sharing the education information and providing the recommendation service is,
extracting a plurality of classes associated with the plurality of learning steps; and
Further comprising the step of designing an optimal learning curriculum based on the class information about the extracted plurality of classes,
The step of designing an optimal learning curriculum based on the class information about the extracted plurality of classes,
selecting a part of the plurality of classes whose class training schedules do not overlap with each other; and
Including the step of designing an optimal learning curriculum by combining the training schedule of the selected class,
How to share educational information and provide recommendation services. 9. The method of claim 8,
extracting a keyword of interest of the user by analyzing class information created or subscribed by the user;
comparing the extracted user's interest keyword with class information of at least one class stored in advance; and
Further comprising the step of recommending a class that best matches the user,
How to share educational information and provide recommendation services.

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