Concepedia

Diversity Constraints

Diversity Constraints is a methodological framework in recommendation systems that imposes explicit limitations or conditions to ensure varied item recommendations, thereby enhancing the spread of suggested options beyond mere relevance or popularity.

55

Publications

2.3K

Citations

211

Authors

111

Institutions

Publications per year

2017–2026

33

Parents

Publications

55

Exposure diversity as a design principle for recommender systems

Natali Helberger, Kari Karppinen, Lucia D’Acunto · Information Communication & Society · 2016 · 338 citations · Full text

, , +14

Diverse Beam Search for Improved Description of Complex Scenes

Michael Cogswell, Ramprasaath R. Selvaraju, Qing Sun et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 225 citations · Full text

, , +14

Robust multi-view non-negative matrix factorization with adaptive graph and diversity constraints

Chenglu Li, Hangjun Che, Man-Fai Leung et al. · Information Sciences · 2023 · 109 citations · Full text

, , +8

Diversity maximization under matroid constraints

Zeinab Abbassi, Vahab Mirrokni, Mayur Thakur · 2013 · 97 citations · Full text

, , +12

A probabilistic model to resolve diversity–accuracy challenge of recommendation systems

Amin Javari, Mahdi Jalili · Knowledge and Information Systems · 2014 · 94 citations · Full text

, , +14

1–5 of 55

Authors

211

  1. VM
    Vahab Mirrokni

    Google (United States), United States

    4 publications · 185 citations

    4

    h-index

  2. MD
    Marina Drosou

    University of Ioannina, Greece

    2 publications · 58 citations

    2

    h-index

  3. ZH
    Zhiyi Huang

    University of Hong Kong, Hong Kong SAR China

    2 publications · 72 citations

    2

    h-index

  4. EP
    Evaggelia Pitoura

    University of Ioannina, Greece

    2 publications · 58 citations

    2

    h-index

  5. RB
    Robert Bredereck

    Technische Universität Berlin, Germany

    2 publications · 78 citations

    2

    h-index

1–5 of 211

Institutions

111

  1. New York University

    New York, United States

    4 h-index

    7 publications

    274 citations

  2. Google (United States)

    Mountain View, United States

    4 h-index

    10 publications

    442 citations

  3. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    3 h-index

    6 publications

    94 citations

  4. University of Helsinki

    Helsinki, Finland

    3 h-index

    3 publications

    389 citations

  5. Technische Universität Berlin

    Berlin, Germany

    3 h-index

    4 publications

    193 citations

  6. University of Michigan

    Ann Arbor, United States

    3 h-index

    10 publications

    213 citations

  7. University of Hong Kong

    Pok Fu Lam, Hong Kong

    2 h-index

    2 publications

    72 citations

  8. Microsoft (United States)

    Redmond, United States

    2 h-index

    2 publications

    72 citations

1–8 of 111

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 64 citations

    3

    h-index

  2. Knowledge and Information Systems

    2 publications · 141 citations

    2

    h-index

  3. ACM Transactions on Economics and Computation

    TEAC · 2 publications · 44 citations

    2

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 3 publications · 55 citations

    2

    h-index

  5. DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)

    Repository · 2 publications · 30 citations

    2

    h-index

1–5