Research on Book Personalized Recommendation Method Based on Collaborative Filtering Algorithm

2018 4th International Conference on Environmental Science and Material Application

生态环境科学;材料科学

Gao, Yuhe^1 ; Huang, Can^1 ; Hu, Mengqi^1 ; Feng, Jianan^1 ; Yang, Xiaoxue^1

CHN Yunnan University of Finance and Economics, Kunming, China^1

关键词: Accurate prediction;    Collaborative filtering algorithms;    Collaborative filtering recommendations;    Decision-tree algorithm;    Personalized recommendation;    Recommendation algorithms;    Recommendation functions;    Reference values;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/252/5/052099/pdf
DOI  :  10.1088/1755-1315/252/5/052099

来源: IOP

【 摘 要 】

Collaborative filtering recommendation algorithm is one of the most used in information filtering and information systems. This paper proposes a recommendation algorithm based on user collaborative filtering technology, and uses decision tree algorithm to predict the recommended books. The experimental results show that the algorithm has a more accurate prediction recommendation function and has a good reference value for book recommendation work.