Research on the Design of Computer Course Teaching Resource Recommendation System Based on Collaborative Filtering Algorithm

Xiangyu Zhao

doi:10.47297/wspiedWSP2516-250005.20250902

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Research on the Design of Computer Course Teaching Resource Recommendation System Based on Collaborative Filtering Algorithm

9卷第2期

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Research on the Design of Computer Course Teaching Resource Recommendation System Based on Collaborative Filtering Algorithm
Research on the Design of Computer Course Teaching Resource Recommendation System Based on Collaborative Filtering Algorithm
School of Communication Technology, Communication University of China Nanjing, Nanjing 211172, Jiangsu, China
2025年9卷第2期页码：24-27
纸质出版日期：2025-02-19
DOI：10.47297/wspiedWSP2516-250005.20250902
Accepted：

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Research on the Design of Computer Course Teaching Resource Recommendation System Based on Collaborative Filtering Algorithm[J]. 国际教育与发展（英文版）, 2025,9(2):24-27.

Zhao Xiangyu.Research on the Design of Computer Course Teaching Resource Recommendation System Based on Collaborative Filtering Algorithm[J].Journal of International Education and Development,2025,09(02):24-27.
Research on the Design of Computer Course Teaching Resource Recommendation System Based on Collaborative Filtering Algorithm[J]. 国际教育与发展（英文版）, 2025,9(2):24-27. DOI： 10.47297/wspiedWSP2516-250005.20250902.

Zhao Xiangyu.Research on the Design of Computer Course Teaching Resource Recommendation System Based on Collaborative Filtering Algorithm[J].Journal of International Education and Development,2025,09(02):24-27. DOI： 10.47297/wspiedWSP2516-250005.20250902.

摘要

Abstract

This paper deeply discusses the design of computer course teaching resource recommendation system based on collaborative filtering algorithm. Firstly

the paper expounds its significance in improving learning efficiency

optimizing resource allocation

helping personalized teaching and promoting education informatization. Secondly

the design path is analyzed in detail

including data acquisition and pre-processing

algorithm optimization

system architecture construction and result evaluation feedback. Finally

by improving user similarity calculation and neighbor selection strategy

accurate resource matching and continuous system optimization are realized

so as to provide efficient and intelligent resource recommendation for computer course teaching.

关键词

Keywords

references

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Liu Haodong . Application of Improved Collaborative Filtering Algorithm in Course Resource Recommendation System [D ] . Nanjing University of Posts and Telecommunications , 2023 .

Ma Jianqiang , Xu Taixing . Public Computer MOOC Resource Recommendation System Based on Collaborative Filtering Algorithm [J ] . Modern Electronics Technique , 2022 , 45 ( 23 ): 177 - 181 .

Tao Yunxiang . Design of the Course Resource Recommendation System Based on Collaborative Filtering Algorithm [J ] . Computer Knowledge and Technology , 2024 , 20 ( 35 ): 70 - 73 .

Wang Xiaolin . Design and Application of Information Technology Course Resource Recommendation System Based on Collaborative Filtering Algorithm [J ] . Information and Computers , 2024 , 36 ( 5 ): 254 - 256 .