Personalized educational resources active service implementation based on higher-order singular value decomposition algorithm

Abstract

In order to solve the problem of lack of effective active personalized education resources active service mode for online education, massive educational resources have led to the problem of information overload and learning confusion, resulting in a situation with many resources and difficulties in obtaining information, it has been researched on active service system based on educational resources. Firstly, the related theoretical basis for online education resources is elaborated. Then, the existing problems are analyzed and sorted out. Finally, the measures for high-order singular value decomposition algorithm are proposed. The practical application proves that the higher-order singular value decomposition algorithm can effectively realize the personalized educational resource active service and provide help for related scholars in learning resources.