Concepedia

Transparent Recommendation Models

Transparent Recommendation Models is a class of recommendation systems that belong to the broader category of explainable artificial intelligence, distinguished by their inherent design to make the reasoning process behind recommended items fully interpretable and accessible to users without relying on post-hoc explanation techniques.

25

Publications

1.7K

Citations

83

Authors

33

Institutions

Publications per year

2017–2026

18

Variants

Transparent Recommendation

Parents

Publications

25

The role of transparency in recommender systems

Rashmi Sinha, Kirsten Swearingen · 2002 · 477 citations

, , +11

The effects of transparency on trust in and acceptance of a content-based art recommender

Henriette Cramer, Vanessa Evers, Satyan Ramlal et al. · User Modeling and User-Adapted Interaction · 2008 · 444 citations · Full text

, , +13

Transparent, Scrutable and Explainable User Models for Personalized Recommendation

Krisztian Balog, Filip Radlinski, Shushan Arakelyan · 2019 · 148 citations · Full text

, , +15

Linked open data-based explanations for transparent recommender systems

Cataldo Musto, Fedelucio Narducci, Pasquale Lops et al. · International Journal of Human-Computer Studies · 2018 · 81 citations · Full text

, , +14

Exploring Mental Models for Transparent and Controllable Recommender Systems: A Qualitative Study

Thao Ngo, Johannes Kunkel, Jürgen Ziegler · 2020 · 76 citations

, , +16

1–5 of 25

Authors

83

  1. SJ
    Shoeb Joarder

    University of Duisburg-Essen, Germany

    4 publications · 95 citations

    4

    h-index

  2. MG
    Mouadh Guesmi

    University of Duisburg-Essen, Germany

    4 publications · 95 citations

    4

    h-index

  3. MA
    Mohamed Amine Chatti

    University of Duisburg-Essen, Germany

    4 publications · 95 citations

    4

    h-index

  4. LV
    Laura Vorgerd

    University of Duisburg-Essen, Germany

    3 publications · 74 citations

    3

    h-index

  5. JZ
    Jürgen Ziegler

    University of Duisburg-Essen, Germany

    3 publications · 111 citations

    3

    h-index

1–5 of 83

Institutions

33

  1. University of Duisburg-Essen

    Essen, Germany

    7 h-index

    35 publications

    944 citations

  2. National University of Sciences and Technology

    Islamabad, Pakistan

    3 h-index

    3 publications

    74 citations

  3. University of California, Berkeley

    Berkeley, United States

    2 h-index

    4 publications

    1K citations

  4. Berkeley College

    New York, United States

    2 h-index

    4 publications

    1K citations

  5. Google (United Kingdom)

    London, United Kingdom

    2 h-index

    3 publications

    320 citations

  6. University of Pittsburgh

    Pittsburgh, United States

    2 h-index

    3 publications

    46 citations

  7. Université Libre de Bruxelles

    Brussels, Belgium

    1 h-index

    1 publications

    32 citations

  8. University of Bari Aldo Moro

    Bari, Italy

    1 h-index

    5 publications

    405 citations

1–8 of 33

Venues

  1. 1

    h-index

  2. 1

    h-index

  3. Proceedings of the ACM Web Conference 2022

    Conference · 1 publications · 30 citations

    1

    h-index

  4. IEEE Access

    1 publications · 16 citations

    1

    h-index

  5. 1

    h-index

1–5