Abstract

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.

IPC Classes  ?

• G09B 7/00 - Electrically-operated teaching apparatus or devices working with questions and answers
• G06Q 50/20 - Education
• G09B 19/02 - CountingCalculating

Abstract

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.

IPC Classes  ?

• G06F 16/2457 - Query processing with adaptation to user needs
• G06F 16/2455 - Query execution

Abstract

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.

IPC Classes  ?

• G06Q 50/20 - Education
• G06Q 50/10 - Services
• G09B 7/00 - Electrically-operated teaching apparatus or devices working with questions and answers

Abstract

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.

IPC Classes  ?

• G06Q 50/20 - Education
• G06Q 50/10 - Services
• G09B 5/02 - Electrically-operated educational appliances with visual presentation of the material to be studied, e.g. using film strip

Abstract

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.

IPC Classes  ?

• G06F 17/30 - Information retrieval; Database structures therefor

Abstract

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.

IPC Classes  ?

• G09B 7/08 - Electrically-operated teaching apparatus or devices working with questions and answers of the multiple-choice answer type, i.e. where a given question is provided with a series of answers and a choice has to be made from the answers characterised by modifying the teaching programme in response to a wrong answer, e.g. repeating the question, supplying further information
• G09B 5/02 - Electrically-operated educational appliances with visual presentation of the material to be studied, e.g. using film strip
• G09B 5/12 - Electrically-operated educational appliances providing for individual presentation of information to a plurality of student stations different stations being capable of presenting different information simultaneously
• G09B 7/077 - Electrically-operated teaching apparatus or devices working with questions and answers of the multiple-choice answer type, i.e. where a given question is provided with a series of answers and a choice has to be made from the answers providing for individual presentation of questions to a plurality of student stations different stations being capable of presenting different questions simultaneously
• G09B 19/02 - CountingCalculating

Abstract

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.

IPC Classes  ?

• G09B 7/04 - Electrically-operated teaching apparatus or devices working with questions and answers of the type wherein the student is expected to construct an answer to the question which is presented or wherein the machine gives an answer to the question presented by the student characterised by modifying the teaching programme in response to a wrong answer, e.g. repeating the question, supplying a further explanation
• G06Q 50/20 - Education
• G09B 5/00 - Electrically-operated educational appliances
• G06N 5/02 - Knowledge representationSymbolic representation
• G09B 7/08 - Electrically-operated teaching apparatus or devices working with questions and answers of the multiple-choice answer type, i.e. where a given question is provided with a series of answers and a choice has to be made from the answers characterised by modifying the teaching programme in response to a wrong answer, e.g. repeating the question, supplying further information
• G09B 7/02 - Electrically-operated teaching apparatus or devices working with questions and answers of the type wherein the student is expected to construct an answer to the question which is presented or wherein the machine gives an answer to the question presented by the student
• G06F 16/22 - IndexingData structures thereforStorage structures

Abstract

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.

IPC Classes  ?

• G06Q 50/20 - Education
• G09B 5/00 - Electrically-operated educational appliances

Abstract

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.

IPC Classes  ?

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