Concepedia

Probabilistic Retrieval

Probabilistic Retrieval is an information retrieval framework that ranks documents based on the estimated probability of relevance to a given query, distinguishing itself from other retrieval models by employing probabilistic theories to quantify uncertainty in document relevance.

1.1K

Publications

100.5K

Citations

2K

Authors

566

Institutions

Publications per year

2017–2026

88

Variants

Probabilistic Information Retrieval

Parents

Children

Publications

1.1K

Probabilistic Latent Semantic Indexing

Thomas Hofmann · ACM SIGIR Forum · 2017 · 4.1K citations

, , +16

Probabilistic latent semantic indexing

Thomas Hofmann · 1999 · 3.9K citations · Full text

, , +16

The Probabilistic Relevance Framework: BM25 and Beyond

Stephen Robertson, Hugo Zaragoza · Foundations and Trends® in Information Retrieval · 2009 · 2.9K citations

, , +11

Relevance weighting of search terms

Stephen Robertson, Karen Spärck Jones · Journal of the American Society for Information Science · 1976 · 2.1K citations

, , +15

Learning to rank

Zhe Cao, Tao Qin, Tie‐Yan Liu et al. · 2007 · 2K citations

, , +16

1–5 of 1.1K

Authors

2K

  1. WB
    W. Bruce Croft

    University of Massachusetts Amherst, United States

    31 publications · 7.3K citations

    25

    h-index

  2. SR
    Stephen Robertson

    Microsoft Research (United Kingdom), United Kingdom

    24 publications · 10.2K citations

    18

    h-index

  3. NF
    Norbert Fuhr

    University of Duisburg-Essen, Germany

    21 publications · 1.7K citations

    18

    h-index

  4. CZ
    ChengXiang Zhai

    University of Illinois Urbana-Champaign, United States

    17 publications · 3.1K citations

    16

    h-index

  5. MD
    Maarten de Rijke

    University of Amsterdam, Netherlands

    18 publications · 598 citations

    14

    h-index

1–5 of 2K

Institutions

566

  1. University of Massachusetts Amherst

    Amherst Center, United States

    34 h-index

    88 publications

    25.7K citations

  2. Microsoft (United States)

    Redmond, United States

    26 h-index

    73 publications

    8.7K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    24 h-index

    67 publications

    7.7K citations

  4. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    22 h-index

    37 publications

    10.5K citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    21 h-index

    59 publications

    6.5K citations

  6. University of California, Berkeley

    Berkeley, United States

    20 h-index

    32 publications

    12.7K citations

  7. Microsoft Research Asia (China)

    Beijing, China

    20 h-index

    69 publications

    10.5K citations

  8. Tsinghua University

    Beijing, China

    19 h-index

    50 publications

    8.3K citations

1–8 of 566

Venues

  1. ACM Transactions on Information Systems

    36 publications · 4.8K citations

    27

    h-index

  2. Information Processing & Management

    43 publications · 3.6K citations

    26

    h-index

  3. Journal of the American Society for Information Science

    JASIS · 37 publications · 3.8K citations

    22

    h-index

  4. ACM SIGIR Forum

    14 publications · 7.9K citations

    13

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 12 publications · 713 citations

    12

    h-index

1–5