Concepedia

Temporal Knowledge Graphs

A Temporal Knowledge Graph is a knowledge graph that extends the formal representation of entities, relations, and facts with explicit temporal scope, thereby enabling the modeling of time-dependent truth and evolution of knowledge over time.

168

Publications

12.8K

Citations

568

Authors

205

Institutions

Publications per year

2017–2026

144

Parents

Publications

168

A Survey on Knowledge Graphs: Representation, Acquisition, and Applications

Shaoxiong Ji, Shirui Pan, Erik Cambria et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 2.7K citations · Full text

, , +15

Learning Sequence Encoders for Temporal Knowledge Graph Completion

Alberto García-Durán, Sebastijan Dumančić, Mathias Niepert · 2018 · 536 citations · Full text

, , +14

HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding

Shib Sankar Dasgupta, Swayambhu Nath Ray, Partha Talukdar · 2018 · 471 citations · Full text

, , +16

Deriving Validity Time in Knowledge Graph

Julien Leblay, Melisachew Wudage Chekol · 2018 · 403 citations · Full text

, , +16

A survey of temporal knowledge discovery paradigms and methods

John F. Roddick, Myra Spiliopoulou · IEEE Transactions on Knowledge and Data Engineering · 2002 · 395 citations

, , +11

1–5 of 168

Authors

568

  1. VT
    Volker Tresp

    Siemens (Germany), Germany

    13 publications · 630 citations

    13

    h-index

  2. YM
    Yunpu Ma

    Ludwig-Maximilians-Universität München, Germany

    13 publications · 785 citations

    13

    h-index

  3. LB
    Luyi Bai

    Northeastern University, China

    11 publications · 361 citations

    11

    h-index

  4. ZH
    Zhen Han

    Wuhan University, China

    7 publications · 484 citations

    7

    h-index

  5. JL
    Jens Lehmann

    University of Bonn, Germany

    6 publications · 338 citations

    6

    h-index

1–5 of 568

Institutions

205

  1. Northeastern University

    Shenyang, China

    14 h-index

    59 publications

    1.8K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    11 h-index

    55 publications

    4.5K citations

  3. National University of Defense Technology

    Changsha, China

    10 h-index

    45 publications

    4.3K citations

  4. Ludwig-Maximilians-Universität München

    Munich, Germany

    10 h-index

    25 publications

    1.8K citations

  5. Siemens (Germany)

    Munich, Germany

    10 h-index

    24 publications

    1.8K citations

  6. Chinese Academy of Sciences

    Beijing, China

    10 h-index

    48 publications

    2.7K citations

  7. Tsinghua University

    Beijing, China

    6 h-index

    7 publications

    344 citations

  8. ETH Zurich

    Zurich, Switzerland

    5 h-index

    7 publications

    194 citations

1–8 of 205

Venues

  1. arXiv (Cornell University)

    Repository · 21 publications · 438 citations

    14

    h-index

  2. Knowledge-Based Systems

    8 publications · 343 citations

    8

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 7 publications · 774 citations

    7

    h-index

  4. Expert Systems with Applications

    5 publications · 99 citations

    5

    h-index

  5. Neurocomputing

    4 publications · 83 citations

    4

    h-index

1–5