Multi-hop path reasoning over sparse temporal knowledge graphs based on path completion and reward shaping

被引:2
|
作者
Meng, Xiangxi [1 ]
Bai, Luyi [1 ]
Hu, Jiahui [1 ]
Zhu, Lin [1 ]
机构
[1] School of Computer and Communication Engineering, Northeastern University (Qinhuangdao), Qinhuangdao,066004, China
来源
Information Processing and Management | 2024年 / 61卷 / 02期
基金
中国国家自然科学基金;
关键词
Graph embeddings - Graph theory - Graphic methods - Knowledge graph - Semantics;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [41] A priority and path diversity-based approach for media streaming over multi-hop and unreliable networks
    Hassan M.S.
    Hussein D.
    Shanableh T.
    International Journal of Wireless and Mobile Computing, 2020, 19 (01) : 18 - 32
  • [42] Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
    Saxena, Apoory
    Tripathi, Aditay
    Talukdar, Partha
    58TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2020), 2020, : 4498 - 4507
  • [43] LEGO: Latent Execution-Guided Reasoning for Multi-Hop Question Answering on Knowledge Graphs
    Ren, Hongyu
    Dai, Hanjun
    Dai, Bo
    Chen, Xinyun
    Yasunaga, Michihiro
    Sun, Haitian
    Schuurmans, Dale
    Leskovec, Jure
    Zhou, Denny
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 139, 2021, 139
  • [44] Unrestricted multi-hop reasoning network for interpretable question answering over knowledge graph
    Bi, Xin
    Nie, Haojie
    Zhang, Xiyu
    Zhao, Xiangguo
    Yuan, Ye
    Wang, Guoren
    KNOWLEDGE-BASED SYSTEMS, 2022, 243
  • [45] ONLINE MULTI-HOP INFORMATION BASED KERNEL LEARNING OVER GRAPHS
    Zong, Zixiao
    Shen, Yanning
    2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), 2021, : 2980 - 2984
  • [46] Path diversity with a new coded cooperation scheme over multi-hop wireless channels
    Shen, Gang
    Wu, Keyin
    Liu, Erwu
    Wang, Dongyao
    Jin, Shan
    2007 IEEE 65TH VEHICULAR TECHNOLOGY CONFERENCE, VOLS 1-6, 2007, : 140 - 144
  • [47] Path-based reasoning with constrained type attention for knowledge graph completion
    Lei, Kai
    Zhang, Jin
    Xie, Yuexiang
    Wen, Desi
    Chen, Daoyuan
    Yang, Min
    Shen, Ying
    NEURAL COMPUTING & APPLICATIONS, 2020, 32 (11): : 6957 - 6966
  • [48] Path-based reasoning with constrained type attention for knowledge graph completion
    Kai Lei
    Jin Zhang
    Yuexiang Xie
    Desi Wen
    Daoyuan Chen
    Min Yang
    Ying Shen
    Neural Computing and Applications, 2020, 32 : 6957 - 6966
  • [50] HiAM: A Hierarchical Attention based Model for knowledge graph multi-hop reasoning
    Ma, Ting
    Lv, Shangwen
    Huang, Longtao
    Hu, Songlin
    NEURAL NETWORKS, 2021, 143 : 261 - 270