Multi-Interest Aware Sequential Recommender System Based on Contrastive Learning

被引:0
|
作者
基于对比学习的多兴趣感知序列推荐系统
机构
[1] Zhao, Rongmei
[2] Sun, Siyu
[3] Yan, Fanli
[4] Peng, Jian
[5] Ju, Shenggen
来源
Ju, Shenggen (jsg@scu.edu.cn) | 1730年 / Science Press卷 / 61期
关键词
D O I
10.7544/issn1000-1239.202330622
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [21] Knowledge-aware Recommender System with Cross-views Contrastive Learning
    Yan F.
    Xu X.
    Zhao R.
    Sun S.
    Ju S.
    Gongcheng Kexue Yu Jishu/Advanced Engineering Sciences, 2024, 56 (01): : 44 - 53
  • [22] Exploring Periodicity and Interactivity in Multi-Interest Framework for Sequential Recommendation
    Chen, Gaode
    Zhang, Xinghua
    Zhao, Yanyan
    Xue, Cong
    Xiang, Ji
    PROCEEDINGS OF THE THIRTIETH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, IJCAI 2021, 2021, : 1426 - 1433
  • [23] Filter-Enhanced Multi-interest Network for Sequential Recommendation
    Cui, Mingyu
    Peng, Zhaohui
    Chu, Yaohui
    Lu, Jikun
    Tan, Yashu
    WEB AND BIG DATA, APWEB-WAIM 2024, PT I, 2024, 14961 : 479 - 493
  • [24] Information retrieval system based on hierarchically organized multi-interest Agent
    Cheng, Xian-Yi
    Xu, Zhao-Cai
    Jiangsu Daxue Xuebao (Ziran Kexue Ban) / Journal of Jiangsu University (Natural Science Edition), 2008, 29 (01): : 66 - 69
  • [25] KEMIM: Knowledge-Enhanced User Multi-Interest Modeling for Recommender Systems
    Yang, Fan
    Yue, Yong
    Li, Gangmin
    Payne, Terry R.
    Man, Ka Lok
    IEEE ACCESS, 2023, 11 : 55425 - 55434
  • [26] Multi-Interest Network with Simple Diffusion for Multi-Behavior Sequential Recommendation
    Li, Qingfeng
    Ma, Huifang
    Jin, Wangyu
    Ji, Yugang
    Li, Zhixin
    PROCEEDINGS OF THE 2024 SIAM INTERNATIONAL CONFERENCE ON DATA MINING, SDM, 2024, : 734 - 742
  • [27] A novel context-aware recommender system based on a deep sequential learning approach (CReS)
    Thaipisutikul, Tipajin
    Shih, Timothy K.
    NEURAL COMPUTING & APPLICATIONS, 2021, 33 (17): : 11067 - 11090
  • [28] A novel context-aware recommender system based on a deep sequential learning approach (CReS)
    Tipajin Thaipisutikul
    Timothy K. Shih
    Neural Computing and Applications, 2021, 33 : 11067 - 11090
  • [29] Interest-Aware Contrastive-Learning-Based GCN for Recommendation
    Lin, Chuan
    Zhou, Wei
    Wen, Junhao
    IEEE ACCESS, 2022, 10 : 126315 - 126325
  • [30] An intelligent recommendation method based on multi-interest network and adversarial deep learning
    Meng, Shunmei
    Li, Qianmu
    Qi, Lianyong
    Xu, Xiaolong
    Yuan, Rui
    Zhang, Xuyun
    COMPUTERS & SECURITY, 2023, 130