Concepedia

Recommendation Explanation Generation

Recommendation Explanation Generation is the computational process of producing human-readable justifications that articulate the underlying rationale for recommended items within conversational recommendation systems, distinguished by its integration of contextual, user-specific, and item-related factors to enhance transparency and user trust.

111

Publications

8.1K

Citations

341

Authors

132

Institutions

Publications per year

2017–2026

89

Parents

Publications

111

Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained Aspects

Jianmo Ni, Jiacheng Li, Julian McAuley · 2019 · 1.1K citations · Full text

, , +13

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

Tagsplanations

Jesse Vig, Shilad Sen, John Riedl · 2009 · 303 citations

, , +13

Explainable Recommendation via Multi-Task Learning in Opinionated Text Data

Nan Wang, Hongning Wang, Yiling Jia et al. · 2018 · 208 citations · Full text

, , +13

1–5 of 111

Authors

341

  1. YZ
    Yongfeng Zhang

    Rutgers, The State University of New Jersey, United States

    12 publications · 747 citations

    11

    h-index

  2. XX
    Xing Xie

    Microsoft Research Asia (China), China

    6 publications · 529 citations

    6

    h-index

  3. LC
    Li Chen

    Hong Kong Baptist University, Hong Kong SAR China

    6 publications · 485 citations

    6

    h-index

  4. LL
    Lei Li

    Hong Kong Baptist University, Hong Kong SAR China

    5 publications · 455 citations

    5

    h-index

  5. XW
    Xiting Wang

    Microsoft Research Asia (China), China

    4 publications · 469 citations

    4

    h-index

1–5 of 341

Institutions

132

  1. Rutgers, The State University of New Jersey

    New Brunswick, United States

    9 h-index

    23 publications

    1.7K citations

  2. University of Science and Technology of China

    Hefei, China

    7 h-index

    9 publications

    755 citations

  3. Microsoft Research Asia (China)

    Beijing, China

    6 h-index

    12 publications

    1.2K citations

  4. Hong Kong Baptist University

    Hong Kong, Hong Kong

    6 h-index

    11 publications

    936 citations

  5. Tsinghua University

    Beijing, China

    5 h-index

    10 publications

    491 citations

  6. Hefei University of Technology

    Hefei, China

    4 h-index

    14 publications

    678 citations

  7. University of California, Santa Cruz

    Santa Cruz, United States

    4 h-index

    8 publications

    620 citations

  8. University College Dublin

    Dublin, Ireland

    4 h-index

    8 publications

    594 citations

1–8 of 132

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 129 citations

    6

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 6 publications · 237 citations

    5

    h-index

  3. ACM Transactions on Information Systems

    3 publications · 212 citations

    3

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 3 publications · 108 citations

    3

    h-index

  5. Decision Support Systems

    2 publications · 357 citations

    2

    h-index

1–5