Individualized learning-oriented educational resource recommendation method and system

Abstract

The invention specifically relates to an individualized learning-oriented educational resource recommendation method and system. The method comprises the following steps of: S1, acquiring basic characteristic data of learners and establishing a resource interestingness model and a learning style model of the learners according to the basic characteristic data, wherein the basic characteristic data comprises identity information, learning behavior records and educational resource operation records of the learners; S2, establishing a learner characteristic model according to the resource interestingness model and the learning style model; S3, calculating the similarity between different learners or the similarity between different educational resources according to the learner characteristic model; and S4, generating a target learner-oriented educational resource recommendation result according to the similarity between different learners or the similarity between different educational resources. Through the technical scheme provided by the invention, the target learner-oriented education resource individualized recommendation can be realized.

Description

technical field [0001] The invention relates to the technical field of personalized learning-oriented educational resource recommendation and big data research, in particular to a personalized learning-oriented educational resource recommendation method and system. Background technique [0002] In recent years, with the popularization of concepts such as national learning and lifelong learning, informal learning has attracted more and more people's attention. The development of mobile communication technology has made the way of informal learning go through the development process from digital learning to mobile learning to today's ubiquitous learning, and the way of learning has become more flexible, convenient and personalized. Ubiquitous learning is widely welcomed by people because it allows learners to use any terminal learning anytime and anywhere according to their own needs, and adapts to the needs of learning in modern society, and becomes the development trend of f...

AI Technical Summary

Problems solved by technology

[0003] At present, the Internet has become an important channel for learners to obtain learning resources. However, with the explosive growth of the number of network resources, obtaining information only through traditional search engines has the disadvantages of returning more results and poor accuracy. Cannot obtain satisfactory learning resources

Images