Personalized intelligent learning recommendation method, device and equipment and storage medium

Abstract

The invention provides a personalized intelligent learning recommendation method, apparatus and device, and a storage medium. The method comprises the following steps: pre-constructing a knowledge graph; enabling the knowledge graph to generate a current subject knowledge point and a corresponding current knowledge structure corresponding to the current learning textbook information according to the current learning textbook information in a matching manner; obtaining a current knowledge point detection test question in the knowledge graph according to the current subject knowledge point and the current knowledge structure; obtaining answer information in the current knowledge point detection test questions, and generating a knowledge point mastering condition analysis graph according to the answer information; and comparing the knowledge point mastering condition analysis graph with a preset threshold value to generate corresponding learning recommendation. The study condition of students can be analyzed, so that the students can master own weak points at any time; special teaching materials and learning recommendation are carried out for weak spots, and the learning effect of students is improved; and a user can quickly know knowledge points learned and mastered by himself / herself, and the learning ability is improved in a targeted mode.

Description

technical field [0001] The present application relates to the field of intelligent learning, in particular to a personalized intelligent learning recommendation method, device, equipment and storage medium. Background technique [0002] Learning refers to the process of acquiring knowledge and skills through reading, listening, thinking, research, and practice. Learning is divided into narrow sense and broad sense; narrow sense: the process of acquiring knowledge or skills through reading, listening, research, observation, understanding, exploration, experiment, practice, etc. method and process, improvement and sublimation of emotion and value) behavior. For example, the process of acquiring knowledge through school education. In a broad sense, it is a relatively permanent way of behavior or behavior potential generated by people in the process of life through gaining experience. [0003] As far as the traditional teaching system is concerned, the traditional teaching sy...

AI Technical Summary

Problems solved by technology

[0004] However, the current traditional teaching system cannot effectively analyze the mastery of the knowledge points learned by students, and cannot recommend intelligent learning materials based on the mastery of the students themselves.

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