Learning path generation method and system

Abstract

The invention provides a learning path generation method, which comprises the following steps of: forming a training data set by behavior characteristic data, knowledge point characteristic data and test scores of a plurality of samples; according to the behavior characteristic data of the current student and the characteristic data of the to-be-sorted knowledge points, performing regression fitting calculation by combining the training data set to obtain test score prediction values corresponding to the current student and the to-be-sorted knowledge points; and comparing the test score prediction values of the plurality of to-be-sorted knowledge points of the current student, and generating a learning path. The invention further provides a device for implementing the method. The problem that learning software in the prior art is low in learning resource output efficiency during repeated learning and cannot adapt to specific conditions of students is solved.

Description

technical field [0001] The present application relates to the field of computer technology, and in particular to a method and system for generating learning paths in intelligent learning application scenarios. Background technique [0002] In the current online learning process in the form of recording and broadcasting, all students will learn under a unified content and progress framework, and learning feedback is mainly through students' spontaneous inquiries. Due to the differences in personal circumstances, the learning effect of each student is often not the same after spending the same time. [0003] In the current learning form, there is a lack of efficient feedback and effective tracking, and it is also difficult to meet the individualized learning needs of students. At the same time, it is difficult for students to accurately assess the relationship between the importance of content and their own weaknesses, and reasonably arrange the pace of learning and review. ...

AI Technical Summary

Problems solved by technology

[0004] This application proposes a method and system for generating a learning path, which solves the problems that the learning software in the prior art has low efficiency in outputting learning resources during repeated learning and cannot adapt to the specific situation of students

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