Online course recommendation algorithm based on multilevel fusion of user features and item features

Author:

Wang Zhenhai1,Wang Zhiru1,Xu Yuhao1,Wang Xing1,Tian Hongyu2

Affiliation:

1. School of Information Science and Engineering Linyi University Linyi China

2. School of Physics and Electronic Engineering Linyi University Linyi China

Publisher

Wiley

Subject

General Engineering,Education,General Computer Science

Reference27 articles.

1. Learning heterogeneous knowledge base embeddings for explainable recommendation;Ai Q.;Algorithms,2018

2. Big educational data & analytics: survey, architecture and challenges;Ang K. L. M.;IEEE Access,2020

3. H. T.Cheng L.Koc J.Harmsen T.Shaked T.Chandra H.Aradhye G.Anderson G.Corrado W.Chai andM.Ispir Wide & deep learning for recommender systems ACM Int. Conf. Proc. Series 7–10.

4. An automatic optimal course recommendation method for online math education platforms based on Bayesian model;Fan Y.;Int. J. Emerg. Technol. Lear.,2021

5. H.Guo R.Tang Y.Ye Z.Li andX.He  DeepFM: a factorization‐machine based neural network for CTR prediction Proc. Twenty‐Sixth Int. Joint Conf. Artif. Intell  1725–1731.

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