Concepedia

Knowledge Extraction

Knowledge Extraction is the academic process of identifying and structuring explicit information from unstructured or semi-structured sources to generate formal representations of knowledge.

5.9K

Publications

355.2K

Citations

13.6K

Authors

2.6K

Institutions

Publications per year

2017–2026

1.7K

Parents

Children

Publications

5.9K

Yago

Fabian M. Suchanek, Gjergji Kasneci, Gerhard Weikum · 2007 · 3.9K citations · Full text

, , +16

Learning Entity and Relation Embeddings for Knowledge Graph Completion

Yankai Lin, Zhiyuan Liu, Maosong Sun et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 3.6K citations · Full text

, , +15

Knowledge engineering: Principles and methods

Rudi Studer, V. Richard Benjamins, Dieter Fensel · Data & Knowledge Engineering · 1998 · 3.6K citations

, , +11

DBpedia – A large-scale, multilingual knowledge base extracted from Wikipedia

Jens Lehmann, Robert Isele, Max Jakob et al. · Semantic Web · 2015 · 3.2K citations · Full text

, , +15

Meaning

H. P. Grice · The Philosophical Review · 1957 · 2.7K citations

, , +12

1–5 of 5.9K

Authors

13.6K

  1. GW
    Gerhard Weikum

    Max Planck Institute for Informatics, Germany

    51 publications · 7K citations

    29

    h-index

  2. OE
    Oren Etzioni

    University of Washington, United States

    35 publications · 9.2K citations

    29

    h-index

  3. SS
    Stephen Soderland

    University of Washington, United States

    28 publications · 8.3K citations

    25

    h-index

  4. RG
    Ralph Grishman

    New York University, United States

    34 publications · 4.5K citations

    23

    h-index

  5. CL
    C. Lee Giles

    Pennsylvania State University, United States

    27 publications · 1.3K citations

    21

    h-index

1–5 of 13.6K

Institutions

2.6K

  1. University of Washington

    Seattle, United States

    59 h-index

    286 publications

    66.6K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    45 h-index

    195 publications

    27.5K citations

  3. Tsinghua University

    Beijing, China

    41 h-index

    237 publications

    31.8K citations

  4. Chinese Academy of Sciences

    Beijing, China

    39 h-index

    251 publications

    38.1K citations

  5. Stanford University

    Stanford, United States

    39 h-index

    173 publications

    28.5K citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    38 h-index

    215 publications

    15.3K citations

  7. Google (United States)

    Mountain View, United States

    37 h-index

    148 publications

    26.7K citations

  8. Microsoft (United States)

    Redmond, United States

    36 h-index

    157 publications

    15.9K citations

1–8 of 2.6K

Venues

  1. arXiv (Cornell University)

    Repository · 143 publications · 4.4K citations

    36

    h-index

  2. Knowledge-Based Systems

    86 publications · 4K citations

    35

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 56 publications · 10.1K citations

    34

    h-index

  4. Expert Systems with Applications

    96 publications · 3.6K citations

    32

    h-index

  5. BMC Bioinformatics

    45 publications · 3.3K citations

    30

    h-index

1–5