Concepedia

Recommender System Explanations

Recommender System Explanations is a computational framework that provides transparent, human-understandable justifications for recommendations generated by educational recommender systems by revealing the underlying reasoning, criteria, or data influencing the suggested learning resources, paths, or interventions.

230

Publications

18.7K

Citations

635

Authors

252

Institutions

Publications per year

2017–2026

168

Parents

Publications

230

Collaborative Filtering for Implicit Feedback Datasets

Yifan Hu, Yehuda Koren, Chris Volinsky · 2008 · 3.2K citations

, , +16

Explaining collaborative filtering recommendations

Jonathan L. Herlocker, Joseph A. Konstan, John Riedl · 2000 · 1.7K citations

, , +15

Explicit factor models for explainable recommendation based on phrase-level sentiment analysis

Yongfeng Zhang, Guokun Lai, Min Zhang et al. · 2014 · 799 citations

, , +16

Explainable Recommendation a survey and new perspectives

2020 · 716 citations

, , +12

Explainable Recommendation: A Survey and New Perspectives

Foundations and Trends® in Information Retrieval · 2020 · 658 citations · Full text

, , +11

1–5 of 230

Authors

635

  1. YZ
    Yongfeng Zhang

    Rutgers, The State University of New Jersey, United States

    13 publications · 1.1K citations

    11

    h-index

  2. MZ
    Markus Zanker

    University of Klagenfurt, Austria

    7 publications · 486 citations

    7

    h-index

  3. LC
    Li Chen

    Hong Kong Baptist University, Hong Kong SAR China

    7 publications · 502 citations

    7

    h-index

  4. MG
    Mouadh Guesmi

    University of Duisburg-Essen, Germany

    7 publications · 167 citations

    7

    h-index

  5. JO
    John O’Donovan

    University of California, Santa Barbara, United States

    7 publications · 742 citations

    7

    h-index

1–5 of 635

Institutions

252

  1. Rutgers, The State University of New Jersey

    New Brunswick, United States

    12 h-index

    38 publications

    1.6K citations

  2. University of Duisburg-Essen

    Essen, Germany

    11 h-index

    55 publications

    1.9K citations

  3. Tsinghua University

    Beijing, China

    8 h-index

    20 publications

    5.6K citations

  4. University of Klagenfurt

    Klagenfurt, Austria

    8 h-index

    13 publications

    1.1K citations

  5. University of California, Santa Barbara

    Santa Barbara, United States

    7 h-index

    16 publications

    1.7K citations

  6. University College Dublin

    Dublin, Ireland

    6 h-index

    15 publications

    756 citations

  7. University of Pittsburgh

    Pittsburgh, United States

    6 h-index

    12 publications

    297 citations

  8. Hong Kong Baptist University

    Hong Kong, Hong Kong

    6 h-index

    12 publications

    508 citations

1–8 of 252

Venues

  1. arXiv (Cornell University)

    Repository · 14 publications · 326 citations

    10

    h-index

  2. Knowledge-Based Systems

    6 publications · 479 citations

    6

    h-index

  3. ACM Transactions on Interactive Intelligent Systems

    TIIS · 5 publications · 166 citations

    5

    h-index

  4. Information Sciences

    5 publications · 129 citations

    5

    h-index

  5. Proceedings of the ACM Web Conference 2022

    Conference · 4 publications · 83 citations

    4

    h-index

1–5