Self-Supervised Enhancement Method for Multi-Behavior Session-Based Recommendation

被引:0
|
作者
Zhang, Zhen [1 ]
Zhang, Jingai [2 ]
Chen, Jintao [2 ]
Huang, Yuzhao [3 ]
Huang, Xiaoyang [3 ]
机构
[1] University Of Reading, Department Of Computer Science, Reading,RG6 6AH, United Kingdom
[2] Guilin University Of Electronic Technology, Guangxi Key Laboratory Of Trusted Software, Guangxi, Guilin,541004, China
[3] Guilin University Of Electronic Technology, Guangxi Key Laboratory Of Automatic Detecting Technology And Instruments, Guangxi, Guilin,541004, China
关键词
29;
D O I
10.1109/ACCESS.2024.3504496
中图分类号
学科分类号
摘要
引用
收藏
页码:175268 / 175277
相关论文
共 50 条
  • [1] Multi-behavior Self-supervised Learning for Recommendation
    Xu, Jingcao
    Wang, Chaokun
    Wu, Cheng
    Song, Yang
    Zheng, Kai
    Wang, Xiaowei
    Wang, Changping
    Zhou, Guorui
    Gai, Kun
    [J]. PROCEEDINGS OF THE 46TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, SIGIR 2023, 2023, : 496 - 505
  • [2] Multi-behavior Graph Neural Networks for Session-based Recommendation
    Pan, Wenhao
    Yang, Kai
    [J]. 2021 3RD INTERNATIONAL CONFERENCE ON MACHINE LEARNING, BIG DATA AND BUSINESS INTELLIGENCE (MLBDBI 2021), 2021, : 756 - 761
  • [3] Learning multi-behavior user intent for session-based recommendation
    Zhang, Yu
    Zhu, Xiaoyan
    He, Guopeng
    Li, Jiaxuan
    Wang, Jiayin
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2025, 259
  • [4] Self-Supervised Graph Neural Networks for Session-Based Recommendation
    Wang, Yonggui
    Zhao, Xiaoxuan
    [J]. Computer Engineering and Applications, 59 (03): : 244 - 252
  • [5] Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation
    Xia, Xin
    Yin, Hongzhi
    Yu, Junliang
    Wang, Qinyong
    Cui, Lizhen
    Zhang, Xiangliang
    [J]. THIRTY-FIFTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THIRTY-THIRD CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE AND THE ELEVENTH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2021, 35 : 4503 - 4511
  • [6] Multi-behavior Session-based Recommendation via Graph Reinforcement Learning
    Qin, Shuo
    Feng, Lin
    Xu, Lingxiao
    Deng, Bowen
    Li, Siwen
    Yang, Fancheng
    [J]. ASIAN CONFERENCE ON MACHINE LEARNING, VOL 222, 2023, 222
  • [7] Self-Supervised Graph Co-Training for Session-based Recommendation
    Xia, Xin
    Yin, Hongzhi
    Yu, Junliang
    Shao, Yingxia
    Cui, Lizhen
    [J]. PROCEEDINGS OF THE 30TH ACM INTERNATIONAL CONFERENCE ON INFORMATION & KNOWLEDGE MANAGEMENT, CIKM 2021, 2021, : 2180 - 2190
  • [8] Graph neural network based model for multi-behavior session-based recommendation
    Bo Yu
    Ruoqian Zhang
    Wei Chen
    Junhua Fang
    [J]. GeoInformatica, 2022, 26 : 429 - 447
  • [9] Graph neural network based model for multi-behavior session-based recommendation
    Yu, Bo
    Zhang, Ruoqian
    Chen, Wei
    Fang, Junhua
    [J]. GEOINFORMATICA, 2022, 26 (02) : 429 - 447
  • [10] Self-supervised global context graph neural network for session-based recommendation
    Chu F.
    Jia C.
    [J]. PeerJ Computer Science, 2022, 8