Abrégé

A method for providing learning information is provided. The method includes the steps of: combining achievements of one or more learner groups for a plurality of learning units to derive learning achievement characteristic information of the one or more learner groups; combining achievements of a target learner for the plurality of learning units to derive learning achievement characteristic information of the target learner; comparing the learning achievement characteristic information of the target learner and the learning achievement characteristic information of the one or more learner groups; and providing learning information to the target learner according to a learning path of the one or more learner groups, on the basis of a result of the comparison.

Classes IPC  ?

• G09B 7/00 - Dispositifs ou appareils d'enseignement à commande électrique procédant par questions et réponses
• G06Q 50/20 - Éducation
• G09B 19/02 - CalculArithmétique

Abrégé

According to one aspect of the invention, there is provided a method for searching for documents containing mathematical expressions, the method comprising the steps of: dividing a first document containing mathematical expressions into a plurality of components; comparing the plurality of components with a plurality of other components extracted from a plurality of other documents, with reference to weights respectively assigned to the plurality of components according to types of the components; and determining a document associated with the first document among the plurality of other documents, with reference to a result of the comparison, wherein the weights are adaptively adjusted according to a result of the determination of the document associated with the first document.

Classes IPC  ?

• G06F 16/2457 - Traitement des requêtes avec adaptation aux besoins de l’utilisateur
• G06F 16/2455 - Exécution des requêtes

Abrégé

According to an aspect of the present invention, provided is a method for providing learning information, the method comprising the steps of: combining achievements of one or more learner groups for each of a plurality of learning units to derive learning achievement characteristic information of the one or more learner groups; combining achievements of a target learner for each of the plurality of learning units to derive learning achievement characteristic information of the target learner; comparing the learning achievement characteristic information of the target learner with the learning achievement characteristic information of the one or more learner groups; and on the basis of a result of the comparison, providing learning information to the target learner according to a learning path of the one or more learner groups.

Classes IPC  ?

• G06Q 50/20 - Éducation
• G06Q 50/10 - Services
• G09B 7/00 - Dispositifs ou appareils d'enseignement à commande électrique procédant par questions et réponses

Abrégé

The present invention relates to a method and system for providing a learner-personalized education service, and a non-transitory computer-readable recording medium for execution of the method. According to an aspect of the present invention, provided is a method for providing a personalized education service to a learner, the method comprising the steps of: determining a personalized learning goal on the basis of at least one learning goal provided by a learner; determining a goal relevance for at least one learning unit associated with at least one of the learning goal and the personalized learning goal; and recommending, to the learner, a learning solution associated with at least one learning unit having the target relevance higher than or equal to a predetermined level, wherein the step of determining the personalized learning goal comprises a step of determining the personalized learning goal further on the basis of the determined goal relevance.

Classes IPC  ?

• G06Q 50/20 - Éducation
• G06Q 50/10 - Services
• G09B 5/02 - Matériel à but éducatif à commande électrique avec présentation visuelle du sujet à étudier, p. ex. en utilisant une bande filmée

Abrégé

According to an aspect of the present invention, a method for searching for a document comprising a formula comprises the steps of: subdividing a first document comprising a formula into a plurality of constituent elements; intercomparing the plurality of constituent elements with a plurality of other constituent elements extracted from a plurality of other documents by referring to the weight assigned to each of the constituent elements in accordance with the types of the constituent elements; and deciding a document associated with the first document among the plurality of other documents by referring to the intercomparison result, wherein the weight is adaptively adjusted in accordance with the result of the decision with respect to the document associated with the first document.

Classes IPC  ?

• G06F 17/30 - Recherche documentaire; Structures de bases de données à cet effet

Abrégé

The present invention relates to a method, system, and non-transitory computer-readable recording medium for providing learning information. According to the invention, it is possible to consider, in providing supplementary learning information to a learner, both of a supplementary learning pattern common to all learners and a supplementary learning pattern of a specific learner whose characteristics are similar to those of the learner, so that learning units necessary for supplementary learning of the learner may be found accurately and efficiently.

Classes IPC  ?

• G09B 7/08 - Dispositifs ou appareils d'enseignement à commande électrique procédant par questions et réponses du type à choix entre réponses multiples, c.-à-d. où pour une question donnée est fournie une série de réponses entre lesquelles un choix doit être fait caractérisés par une modification du programme d'enseignement à la suite d'une réponse erronée, p. ex. en répétant la question, en fournissant une information supplémentaire
• G09B 5/02 - Matériel à but éducatif à commande électrique avec présentation visuelle du sujet à étudier, p. ex. en utilisant une bande filmée
• G09B 5/12 - Matériel à but éducatif à commande électrique avec présentation individuelle d'une information à une pluralité de postes d'élèves différents postes étant capables de présenter des informations différentes simultanément
• G09B 7/077 - Dispositifs ou appareils d'enseignement à commande électrique procédant par questions et réponses du type à choix entre réponses multiples, c.-à-d. où pour une question donnée est fournie une série de réponses entre lesquelles un choix doit être fait avec présentation individuelle de questions à une pluralité de postes d'élèves différents postes étant capables de présenter des questions différentes simultanément
• G09B 19/02 - CalculArithmétique

Abrégé

A method for providing learning information is provided. The method includes: with reference to two or more supplementary learning patterns experienced by a learner, determining an personalized frequency index related to at least one learning unit commonly included in the two or more supplementary learning patterns; and determining a learning unit having a personalized frequency index higher than or equal to a pre-configured reference, as a personalized supplementary learning unit to be provided to the learner. Each of the two or more supplementary learning patterns includes two or more learning units having a predetermined correlation, and the predetermined correlation is acquired from a knowledge map, which includes two or more nodes corresponding to the two or more learning units and at least one link which connects the two or more nodes and is assigned the correlation between the two or more learning units.

Classes IPC  ?

• G09B 7/04 - Dispositifs ou appareils d'enseignement à commande électrique procédant par questions et réponses du type où l'élève doit donner une réponse à la question posée, ou bien où la machine donne une réponse à la question posée par l'élève caractérisés par une modification du programme d'enseignement à la suite d'une réponse erronée, p. ex. en répétant la question, en fournissant des explications supplémentaires
• G06Q 50/20 - Éducation
• G09B 5/00 - Matériel à but éducatif à commande électrique
• G06N 5/02 - Représentation de la connaissanceReprésentation symbolique
• G09B 7/08 - Dispositifs ou appareils d'enseignement à commande électrique procédant par questions et réponses du type à choix entre réponses multiples, c.-à-d. où pour une question donnée est fournie une série de réponses entre lesquelles un choix doit être fait caractérisés par une modification du programme d'enseignement à la suite d'une réponse erronée, p. ex. en répétant la question, en fournissant une information supplémentaire
• G09B 7/02 - Dispositifs ou appareils d'enseignement à commande électrique procédant par questions et réponses du type où l'élève doit donner une réponse à la question posée, ou bien où la machine donne une réponse à la question posée par l'élève
• G06F 16/22 - IndexationStructures de données à cet effetStructures de stockage

Abrégé

According to an aspect of the present invention, a method for providing learning information is provided, the method comprising the steps of: with reference to two or more supplementary learning patterns experienced by a learner, determining an personalized frequency index related to at least one learning unit commonly included in the two or more supplementary learning patterns; and determining a learning unit having a personalized frequency index higher than or equal to a pre-configured reference, as a personalized supplementary learning unit to be provided to the learner, wherein each of the two or more supplementary learning patterns includes two or more learning units having a predetermined correlation, and the predetermined correlation is acquired from a knowledge map, which includes two or more nodes corresponding to the two or more learning units and at least one link which connects the two or more nodes and is assigned the correlation between the two or more learning units.

Classes IPC  ?

• G06Q 50/20 - Éducation
• G09B 5/00 - Matériel à but éducatif à commande électrique

Abrégé

The present invention relates to a method, system, and non-transitory computer-readable recording medium for providing learning information. According to the present invention, in providing supplemental learning information to a learner, both of a supplemental learning pattern that is common to all learners and a supplemental learning pattern of a specific learner having a similar characteristic to that of the learner can be considered. Therefore, the present invention can accurately and effectively find a necessary learning unit for supplemental learning of the learner.

Classes IPC  ?

• G06Q 50/20 - Éducation
• G06Q 50/10 - Services