Research Article
Research on College Chinese Online Learning System Based on Content Recommendation Algorithm
@INPROCEEDINGS{10.1007/978-3-031-23950-2_63, author={Liang Chen}, title={Research on College Chinese Online Learning System Based on Content Recommendation Algorithm}, proceedings={Application of Big Data, Blockchain, and Internet of Things for Education Informatization. Second EAI International Conference, BigIoT-EDU 2022, Virtual Event, July 29--31, 2022, Proceedings, Part I}, proceedings_a={BIGIOT-EDU}, year={2023}, month={1}, keywords={Content recommendation algorithm College Chinese Online learning system}, doi={10.1007/978-3-031-23950-2_63} }- Liang Chen
Year: 2023
Research on College Chinese Online Learning System Based on Content Recommendation Algorithm
BIGIOT-EDU
Springer
DOI: 10.1007/978-3-031-23950-2_63
Abstract
With the development of Internet scale, recommendation algorithm is widely used in e-commerce, advertising, community and so on, and collaborative filtering algorithm is also widely used because of its simple implementation and clear process. However, the traditional recommendation algorithm has the problems of long cold start time, insufficient suppression of Matthew effect and insufficient utilization of item information. In the existing methods for cold start problems, the recommended contents are not fully utilized. If we want to use the recommended content as the information source of the recommendation system, we need an appropriate modeling method to analyze the content. Therefore, the focus of this paper is how to analyze and model the College Chinese online learning system, and finally use this information for recommendation.
