A novel collaborative filtering algorithm and its application for recommendations in E-commerce

被引：0
|
作者：
Zhang, Jie [1 ,5 ]
Yang, Juan [2 ]
Wang, Li [3 ]
Jiang, Yizhang [4 ]
Qian, Pengjiang [4 ]
Liu, Yuan [4 ]
机构：
[1] [1,Zhang, Jie
[2] Yang, Juan
[3] Wang, Li
[4] Jiang, Yizhang
[5] Qian, Pengjiang
[6] Liu, Yuan
来源：
Yang, Juan (yjuan@ntu.edu.cn) | 1600年 / Tech Science Press卷 / 126期
关键词：
D O I：
10.32604/CMES.2021.012112
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] A Novel Collaborative Filtering Algorithm and its Application for Recommendations in E-Commerce
    Zhang, Jie
    Yang, Juan
    Wang, Li
    Jiang, Yizhang
    Qian, Pengjiang
    Liu, Yuan
    [J]. CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, 2021, 126 (03): : 1275 - 1291
  • [2] Research of the Collaborative Filtering Algorithm for E-Commerce
    Ya, Luo
    [J]. NANOTECHNOLOGY AND COMPUTER ENGINEERING, 2010, 121-122 : 717 - 721
  • [3] Understanding collaborative filtering parameters for personalized recommendations in e-commerce
    Lee H.J.
    Kim J.W.
    Park S.J.
    [J]. Electronic Commerce Research, 2007, 7 (3-4) : 293 - 314
  • [4] E-commerce Personalized Recommendations: a Deep Neural Collaborative Filtering Approach
    Messaoudi F.
    Loukili M.
    [J]. Operations Research Forum, 5 (1)
  • [5] Application of SVM model based on collaborative filtering hybrid algorithm in e-commerce recommendation
    Chen, Lan
    Xiong, Rui
    Ji, Yifan
    [J]. International Journal of Computers and Applications, 2024, 46 (05) : 292 - 300
  • [6] Application and Research of Collaborative Filtering in E-commerce Recommendation System
    Hu Jimning
    [J]. ICCSIT 2010 - 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, VOL 4, 2010, : 686 - 689
  • [7] Application of Improved Collaborative Filtering in the Recommendation of E-commerce Commodities
    Chang, D.
    Gui, H. Y.
    Fan, R.
    Fan, Z. Z.
    Tian, J.
    [J]. INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2019, 14 (04) : 489 - 502
  • [8] Recommendation System of E-commerce Based on Improved Collaborative Filtering Algorithm
    Wang, Xiaoying
    Wang, Chengliang
    [J]. PROCEEDINGS OF 2017 8TH IEEE INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS 2017), 2017, : 332 - 335
  • [9] An improved personalized collaborative filtering algorithm in e-commerce recommender system
    Guo, Yanhong
    Deng, Guishi
    [J]. 2006 INTERNATIONAL CONFERENCE ON SERVICE SYSTEMS AND SERVICE MANAGEMENT, VOLS 1 AND 2, PROCEEDINGS, 2006, : 1582 - 1586
  • [10] Matrix Decomposition Model of E-commerce Based On Collaborative Filtering Algorithm
    Li, Lin
    [J]. INTERNATIONAL CONFERENCE ON ALGORITHMS, HIGH PERFORMANCE COMPUTING, AND ARTIFICIAL INTELLIGENCE (AHPCAI 2021), 2021, 12156
12345