Concepedia

Probabilistic Relevance Estimation

Probabilistic Relevance Estimation is a formal framework in information retrieval that models the likelihood of a document being relevant to a query by computing probabilities based on evidence from document-query relationships, distinguishing itself from deterministic or heuristic approaches through its foundation in probabilistic inference.

51

Publications

6.5K

Citations

122

Authors

55

Institutions

Publications per year

2017–2026

6

Parents

Publications

51

Relevance-Based Language Models

Victor Lavrenko, W. Bruce Croft · ACM SIGIR Forum · 2017 · 1.4K citations

, , +15

Relevance based language models

Victor Lavrenko, W. Bruce Croft · 2001 · 1K citations

, , +16

A dynamic bayesian network click model for web search ranking

Olivier Chapelle, Ya Zhang · 2009 · 543 citations

, , +16

A user browsing model to predict search engine click data from past observations.

Georges Dupret, Benjamin Piwowarski · 2008 · 443 citations

, , +16

The Intelligent surfer: Probabilistic Combination of Link and Content Information in PageRank

Matthew Richardson, Pedro Domingos · 2001 · 364 citations

, , +16

1–5 of 51

Authors

122

  1. WB
    W. Bruce Croft

    University of Massachusetts Amherst, United States

    5 publications · 2.9K citations

    5

    h-index

  2. JG
    Jiafeng Guo

    Chinese Academy of Sciences, China

    3 publications · 358 citations

    3

    h-index

  3. AP
    Arjen P. de Vries

    Centrum Wiskunde & Informatica, Netherlands

    3 publications · 122 citations

    3

    h-index

  4. NF
    Norbert Fuhr

    University of Duisburg-Essen, Germany

    3 publications · 255 citations

    3

    h-index

  5. XC
    Xueqi Cheng

    Chinese Academy of Sciences, China

    3 publications · 358 citations

    3

    h-index

1–5 of 122

Institutions

55

  1. University of Massachusetts Amherst

    Amherst Center, United States

    6 h-index

    16 publications

    6.5K citations

  2. Microsoft (United States)

    Redmond, United States

    5 h-index

    10 publications

    959 citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    9 publications

    907 citations

  4. Centrum Wiskunde & Informatica

    Amsterdam, The Netherlands

    3 h-index

    3 publications

    122 citations

  5. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    9 publications

    1.7K citations

  6. University of California, Santa Cruz

    Santa Cruz, United States

    2 h-index

    4 publications

    88 citations

  7. University College London

    London, United Kingdom

    2 h-index

    3 publications

    111 citations

  8. Dalhousie University

    Halifax, Canada

    2 h-index

    4 publications

    134 citations

1–8 of 55

Venues

  1. Journal of the American Society for Information Science

    JASIS · 2 publications · 87 citations

    2

    h-index

  2. Text REtrieval Conference

    Conference · 2 publications · 98 citations

    2

    h-index

  3. ACM Transactions on Information Systems

    2 publications · 224 citations

    2

    h-index

  4. University of Twente Research Information

    Repository · 1 publications · 12 citations

    1

    h-index

  5. Journal of Intelligent Manufacturing

    1 publications · 28 citations

    1

    h-index

1–5