Learning sequential and general interests via a joint neural model for session-based recommendation

被引:0
|
作者
Zhang, Zizhuo [1 ]
Wang, Bang [1 ]
机构
[1] School of Electronic Information and Communications, Huazhong University of science and technology (HUST), Wuhan, China
来源
Neurocomputing | 2021年 / 415卷
基金
中国国家自然科学基金;
关键词
Benchmark datasets - Current behaviors - Global representation - Mean reciprocal ranks - Recommendation performance - Sequential information - State of the art - Traditional approaches;
D O I
暂无
中图分类号
学科分类号
摘要
30
引用
收藏
页码:165 / 173
相关论文
共 50 条
  • [31] Hypergraph denoising neural network for session-based recommendation
    Ding, Jiawei
    Tan, Zhiyi
    Lu, Guanming
    Wei, Jinsheng
    APPLIED INTELLIGENCE, 2025, 55 (06)
  • [32] Variational Recurrent Model for Session-based Recommendation
    Wang, Zhitao
    Chen, Chengyao
    Zhang, Ke
    Lei, Yu
    Li, Wenjie
    CIKM'18: PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, 2018, : 1839 - 1842
  • [33] MinSR: Multi-level Interests Network for Session-Based Recommendation
    Lei, Tao
    Xiong, Yun
    Tian, Peng
    Zhu, Yangyong
    DATABASE SYSTEMS FOR ADVANCED APPLICATIONS (DASFAA 2020), PT II, 2020, 12113 : 650 - 657
  • [34] Global and session item graph neural network for session-based recommendation
    Sheng, Jinfang
    Zhu, Jiafu
    Wang, Bin
    Long, Zhendan
    APPLIED INTELLIGENCE, 2023, 53 (10) : 11737 - 11749
  • [35] Global and session item graph neural network for session-based recommendation
    Jinfang Sheng
    Jiafu Zhu
    Bin Wang
    Zhendan Long
    Applied Intelligence, 2023, 53 : 11737 - 11749
  • [36] Recurrent convolutional neural network for session-based recommendation
    Zhang, Jinjin
    Ma, Chenhui
    Mu, Xiaodong
    Zhao, Peng
    Zhong, Chengliang
    Ruhan, A.
    NEUROCOMPUTING, 2021, 437 : 157 - 167
  • [37] A Spatiotemporal Graph Neural Network for session-based recommendation
    Wang, Huanwen
    Zeng, Yawen
    Chen, Jianguo
    Zhao, Zhouting
    Chen, Hao
    EXPERT SYSTEMS WITH APPLICATIONS, 2022, 202
  • [38] Multi-behavior Session-based Recommendation via Graph Reinforcement Learning
    Qin, Shuo
    Feng, Lin
    Xu, Lingxiao
    Deng, Bowen
    Li, Siwen
    Yang, Fancheng
    ASIAN CONFERENCE ON MACHINE LEARNING, VOL 222, 2023, 222
  • [39] GNNRec: gated graph neural network for session-based social recommendation model
    Chun Liu
    Yuxiang Li
    Hong Lin
    Chaojie Zhang
    Journal of Intelligent Information Systems, 2023, 60 : 137 - 156
  • [40] GNNRec: gated graph neural network for session-based social recommendation model
    Liu, Chun
    Li, Yuxiang
    Lin, Hong
    Zhang, Chaojie
    JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2023, 60 (01) : 137 - 156