Concepedia

Temporal Knowledge Modeling

Temporal Knowledge Modeling is a computational framework that extends static knowledge representations by explicitly incorporating time-dependent dynamics to model the evolution, validity, and causality of facts in knowledge bases over temporal intervals.

178

Publications

7.6K

Citations

508

Authors

217

Institutions

Publications per year

2017–2026

72

Parents

Publications

178

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

Diachronic Embedding for Temporal Knowledge Graph Completion

Rishab Goel, Seyed Mehran Kazemi, Marcus A. Brubaker et al. · 2020 · 361 citations · Full text

, , +11

Recurrent Event Network: Autoregressive Structure Inferenceover Temporal Knowledge Graphs

Woojeong Jin, Meng Qu, Xisen Jin et al. · 2020 · 358 citations · Full text

, , +14

An interval-based representation of temporal knowledge

James F. Allen · 1981 · 356 citations

, , +16

Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks

Cunchao Zhu, Muhao Chen, Changjun Fan et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 295 citations · Full text

, , +14

1–5 of 178

Authors

508

  1. YS
    Yuval Shaḥar

    Ben-Gurion University of the Negev, Israel

    7 publications · 180 citations

    7

    h-index

  2. LB
    Luyi Bai

    Northeastern University, China

    6 publications · 223 citations

    6

    h-index

  3. GF
    Gregory F. Cooper

    University of Pittsburgh, United States

    4 publications · 75 citations

    4

    h-index

  4. CA
    Constantin Aliferis

    Vanderbilt University, United States

    4 publications · 75 citations

    4

    h-index

  5. LC
    Luís C. Lamb

    Universidade Federal do Rio Grande do Sul, Brazil

    3 publications · 80 citations

    3

    h-index

1–5 of 508

Institutions

217

  1. Northeastern University

    Shenyang, China

    6 h-index

    24 publications

    899 citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    6 h-index

    29 publications

    1.7K citations

  3. Stanford University

    Stanford, United States

    5 h-index

    8 publications

    163 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    7 publications

    650 citations

  5. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    21 publications

    1.3K citations

  6. University of Greenwich

    London, United Kingdom

    3 h-index

    4 publications

    55 citations

  7. University of Pittsburgh

    Pittsburgh, United States

    3 h-index

    9 publications

    148 citations

  8. University of Leicester

    Leicester, United Kingdom

    3 h-index

    3 publications

    86 citations

1–8 of 217

Venues

  1. Expert Systems with Applications

    5 publications · 152 citations

    5

    h-index

  2. Knowledge-Based Systems

    4 publications · 142 citations

    5

    h-index

  3. Applied Intelligence

    3 publications · 76 citations

    4

    h-index

  4. Journal of Intelligent Information Systems

    3 publications · 42 citations

    4

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 4 publications · 472 citations

    4

    h-index

1–5