Concepedia

Semantic Indexing

Semantic Indexing is a vector space retrieval technique that enhances document representation by mapping terms into a latent semantic space, thereby capturing contextual relationships between words and documents beyond literal term matching.

732

Publications

46.2K

Citations

1.9K

Authors

688

Institutions

Publications per year

2017–2026

102

Parents

Publications

732

Document clustering based on non-negative matrix factorization

Wei Xu, Xin Liu, Yihong Gong · 2003 · 1.9K citations

, , +15

Producing high-dimensional semantic spaces from lexical co-occurrence

Kevin Lund, Curt Burgess · Behavior Research Methods, Instruments, & Computers · 1996 · 1.8K citations · Full text

, , +14

Using Linear Algebra for Intelligent Information Retrieval

Michael W. Berry, Susan Dumais, Gavin O'Brien · SIAM Review · 1995 · 1.5K citations

, , +14

Latent semantic indexing

Christos H. Papadimitriou, Hisao Tamaki, Prabhakar Raghavan et al. · 1998 · 874 citations

, , +13

Swoogle

Li Ding, Tim Finin, Anupam Joshi et al. · 2004 · 816 citations · Full text

, , +17

1–5 of 732

Authors

1.9K

  1. AM
    Andrian Marcus

    Wayne State University, United States

    12 publications · 2.9K citations

    12

    h-index

  2. DP
    Denys Poshyvanyk

    William & Mary, United States

    10 publications · 1.4K citations

    10

    h-index

  3. MW
    Michael W. Berry

    University of Tennessee at Knoxville, United States

    10 publications · 2.1K citations

    10

    h-index

  4. SD
    Susan Dumais

    Microsoft (United States), United States

    8 publications · 3K citations

    8

    h-index

  5. JI
    Jonathan I. Maletic

    Kent State University, United States

    8 publications · 2K citations

    8

    h-index

1–5 of 1.9K

Institutions

688

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    12 h-index

    26 publications

    3.3K citations

  2. IBM (United States)

    Armonk, United States

    11 h-index

    31 publications

    3.6K citations

  3. Wayne State University

    Detroit, United States

    11 h-index

    26 publications

    4.3K citations

  4. University of Tennessee at Knoxville

    Knoxville, United States

    10 h-index

    13 publications

    906 citations

  5. Microsoft (United States)

    Redmond, United States

    9 h-index

    12 publications

    662 citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    8 h-index

    10 publications

    782 citations

  7. University of Salerno

    Fisciano, Italy

    8 h-index

    23 publications

    3K citations

  8. University of Michigan

    Ann Arbor, United States

    7 h-index

    13 publications

    388 citations

1–8 of 688

Venues

  1. Information Processing & Management

    12 publications · 545 citations

    11

    h-index

  2. Journal of the American Society for Information Science

    JASIS · 10 publications · 542 citations

    10

    h-index

  3. Expert Systems with Applications

    9 publications · 261 citations

    9

    h-index

  4. 9

    h-index

  5. arXiv (Cornell University)

    Repository · 8 publications · 313 citations

    8

    h-index

1–5