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An adaptive learning recommendation method and apparatus

A technology of adaptive learning and recommendation methods, applied in data processing applications, special data processing applications, instruments, etc., to achieve the effects of improving learning efficiency, accurate and timely repair, and improving personalization and specialization

Inactive Publication Date: 2019-02-26
北京龙之门网络教育技术股份有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In the existing technology, although personalized learning content can be provided for users, since users will continue to grow and progress in learning, how to dynamically recommend to users according to the user's changing ability value is in line with the user's current learning ability. Learning materials, real-time self-adaptation to provide users with high-quality learning content, improving user learning efficiency has become a problem that needs to be solved

Method used

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  • An adaptive learning recommendation method and apparatus
  • An adaptive learning recommendation method and apparatus
  • An adaptive learning recommendation method and apparatus

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0055] Such as figure 1 Shown is the implementation process of an adaptive learning recommendation method of the present invention.

[0056] S1. The adaptive learning engine evaluates or predicts the user's ability value in a learning item through testing;

[0057] Specifically, it is to evaluate the user's ability value at a certain knowledge point according to the answer of the question corresponding to a certain knowledge point, or to predict the user's ability value at the knowledge point according to the ability value of the user's related knowledge point at a certain knowledge point . Before evaluating or predicting the user's ability value in a certain project, judge whether the user can evaluate or predict the ability value. If so, obtain the relevant test questions corresponding to a certain knowledge point, and evaluate the user's ability value according to the user's answer results; if not, according to The ability value of a knowledge point associated with a certain kn...

Embodiment 2

[0084] Such as Picture 10 An adaptive learning recommendation device 00 is shown. The adaptive learning recommendation device includes an ability value judgment module 01, a learning plan creation module 02, a learning plan execution module 03, and a display module 04, in which:

[0085] The ability value judgment module 01 evaluates or predicts the ability value of the user in a certain learning item;

[0086] The learning plan creation module 02 creates a learning plan according to the user's ability value in the learning project or the user's own choice, and displays it on the display module 04;

[0087] The learning plan execution module 03 executes the learning of the learning item according to the learning plan, the ability value judgment module evaluates and updates the user's ability value in the learning item in real time according to the user's learning situation, and the learning plan execution module adaptively issues questions according to the updated ability value , T...

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Abstract

The invention relates to an adaptive learning recommendation method, which evaluates or predicts the ability value of a user in a certain learning item, wherein the learning item is composed of associated knowledge points; Creating a learning plan according to a capability value of a user in the learning item or a user's own selection; performing the learning of the learning item by a user according to the learning plan, evaluates and updating the ability value of the user in the learning item in real time according to the learning situation of the user, and adaptively sets the topic accordingto the updated ability value; According to the updated user capability value and the number of remaining unqualified knowledge points, it is judged whether the user reaches the completion standard ofcompleting the learning item, and if so, the learning is completed. According to the students' own characteristics and learning behavior, it presents the relevant content suitable for their learning,accurately grasps the weak points of students' knowledge, effectively improves their learning efficiency, and rapidly improves their own level.

Description

Technical field [0001] The invention belongs to the field of network education, and specifically relates to an adaptive learning recommendation method. technical background [0002] The online learning platform provides students with rich and diverse learning content and convenient learning methods. Different types of learning resources such as videos, texts, and test questions provide students with online lectures, content explanations and achievement tests in different ways. [0003] As the number of learning resources continues to increase, the difficulty of choice for students after entering the online learning platform is also increasing. The requirements of massive learning resources for online learning platforms have been upgraded from simple content presentation platforms to adaptive learning platforms tailored to the individual characteristics of each student. According to students' own characteristics and learning behaviors, present relevant content suitable for their l...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/9535G06Q50/20G06F16/36
CPCG06Q50/205
Inventor 黄向伟
Owner 北京龙之门网络教育技术股份有限公司
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