Concepedia

Temporal Knowledge Representation

Temporal Knowledge Representation is a subfield of knowledge representation that specializes in the formal depiction of facts, events, and relationships that vary with time, distinguishing itself by incorporating temporal logic and time-dependent reasoning mechanisms to model dynamic domains.

1.8K

Publications

123.5K

Citations

3.8K

Authors

1K

Institutions

Publications per year

2017–2026

436

Variants

Causal Knowledge RepresentationCommonsense Knowledge RepresentationKnowledge Representation LanguagesProbabilistic Knowledge Representation

Parents

Children

Publications

1.8K

Finding Structure in Time

Jeffrey L. Elman · Cognitive Science · 1990 · 10.8K citations

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Maintaining knowledge about temporal intervals

James F. Allen · Communications of the ACM · 1983 · 7.5K citations · Full text

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Finding structure in time

Jeffrey L. Elman · Cognitive Science · 1990 · 2.9K citations · Full text

, , +16

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

Are Transformers Effective for Time Series Forecasting?

Ailing Zeng, Muxi Chen, Lei Zhang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 2.6K citations · Full text

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1–5 of 1.8K

Authors

3.8K

  1. YS
    Yuval Shaḥar

    Ben-Gurion University of the Negev, Israel

    34 publications · 1.8K citations

    20

    h-index

  2. CC
    Carlo Combi

    University of Verona, Italy

    14 publications · 608 citations

    13

    h-index

  3. JK
    Jonas Kvarnström

    Linköping University, Sweden

    12 publications · 560 citations

    12

    h-index

  4. VT
    Volker Tresp

    Siemens (Germany), Germany

    12 publications · 634 citations

    12

    h-index

  5. JF
    James F. Allen

    University of Rochester, United States

    14 publications · 9.5K citations

    12

    h-index

1–5 of 3.8K

Institutions

1K

  1. Stanford University

    Stanford, United States

    29 h-index

    89 publications

    7.1K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    22 h-index

    70 publications

    5.9K citations

  3. University of Rochester

    Rochester, United States

    20 h-index

    38 publications

    11.7K citations

  4. Linköping University

    Linköping, Sweden

    17 h-index

    48 publications

    1.8K citations

  5. Tsinghua University

    Beijing, China

    16 h-index

    36 publications

    1.6K citations

  6. University of Verona

    Verona, Italy

    15 h-index

    35 publications

    1.1K citations

  7. Massachusetts Institute of Technology

    Cambridge, United States

    15 h-index

    38 publications

    1.6K citations

  8. University of Toronto

    Toronto, Canada

    15 h-index

    24 publications

    1.9K citations

1–8 of 1K

Venues

  1. Artificial Intelligence

    39 publications · 4.5K citations

    27

    h-index

  2. arXiv (Cornell University)

    Repository · 59 publications · 2K citations

    26

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 33 publications · 4.4K citations

    21

    h-index

  4. PubMed

    Repository · 25 publications · 838 citations

    17

    h-index

  5. Computational Intelligence

    20 publications · 1.8K citations

    17

    h-index

1–5