Concepedia

Information Filtering

Information Filtering is a process in Information Retrieval that selectively routes incoming information to users based on their predefined profiles, distinguishing it from other information management processes by its focus on dynamic relevance assessment and continuous delivery over time.

1.7K

Publications

120.4K

Citations

4K

Authors

1.2K

Institutions

Publications per year

2017–2026

318

Parents

Children

Publications

1.7K

Item-based collaborative filtering recommendation algorithms

Badrul Sarwar, George Karypis, Joseph A. Konstan et al. · 2001 · 9K citations

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GroupLens

Paul Resnick, Neophytos Iacovou, Mitesh Suchak et al. · 1994 · 5K citations · Full text

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Using collaborative filtering to weave an information tapestry

David Theo Goldberg, David M. Nichols, Brian Oki et al. · Communications of the ACM · 1992 · 4.1K citations · Full text

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Social information filtering

Upendra Shardanand, Pattie Maes · 1995 · 2.8K citations · Full text

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An Algorithmic Framework for Performing Collaborative Filtering

Jonathan L. Herlocker, Joseph A. Konstan, Al Borchers et al. · ACM SIGIR Forum · 2017 · 2.6K citations

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1–5 of 1.7K

Authors

4K

  1. SR
    Stephen Robertson

    Microsoft Research (United Kingdom), United Kingdom

    11 publications · 2.3K citations

    11

    h-index

  2. BS
    Bracha Shapira

    Ben-Gurion University of the Negev, Israel

    10 publications · 290 citations

    10

    h-index

  3. JC
    Jamie Callan

    Carnegie Mellon University, United States

    10 publications · 875 citations

    10

    h-index

  4. JA
    Joseph A. Konstan

    University of Minnesota, United States

    9 publications · 17.6K citations

    9

    h-index

  5. PS
    Peretz Shoval

    Ben-Gurion University of the Negev, Israel

    9 publications · 237 citations

    9

    h-index

1–5 of 4K

Institutions

1.2K

  1. Carnegie Mellon University

    Pittsburgh, United States

    19 h-index

    54 publications

    6.5K citations

  2. Microsoft (United States)

    Redmond, United States

    18 h-index

    49 publications

    4.7K citations

  3. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    13 h-index

    26 publications

    5.9K citations

  4. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    13 h-index

    20 publications

    3.7K citations

  5. Universidade de Vigo

    Vigo, Spain

    13 h-index

    54 publications

    3.6K citations

  6. University of Maryland, College Park

    College Park, United States

    12 h-index

    24 publications

    2.3K citations

  7. Ben-Gurion University of the Negev

    Beersheba, Israel

    12 h-index

    35 publications

    972 citations

  8. Stanford University

    Stanford, United States

    12 h-index

    29 publications

    2.8K citations

1–8 of 1.2K

Venues

  1. Expert Systems with Applications

    39 publications · 2.3K citations

    26

    h-index

  2. Information Processing & Management

    23 publications · 2.5K citations

    19

    h-index

  3. Knowledge-Based Systems

    18 publications · 1.9K citations

    14

    h-index

  4. Communications of the ACM

    13 publications · 9.7K citations

    13

    h-index

  5. Text REtrieval Conference

    Conference · 18 publications · 463 citations

    13

    h-index

1–5