Concepedia

Rating Prediction

Rating Prediction is a computational task in recommendation systems that belongs to the class of predictive modeling problems, specifically distinguished by its objective of estimating a user’s numerical rating for an item based on historical user-item interactions and preferences.

960

Publications

63.3K

Citations

2.6K

Authors

875

Institutions

Publications per year

2017–2026

450

Parents

Publications

960

Hidden factors and hidden topics

Julian McAuley, Jure Leskovec · 2013 · 1.6K citations

, , +14

Performance of recommender algorithms on top-n recommendation tasks

Paolo Cremonesi, Yehuda Koren, Roberto Turrin · 2010 · 1.4K citations

, , +14

Recommendation systems: Principles, methods and evaluation

Folasade Olubusola Isinkaye, Yetunde Folajimi, Bolanle Adefowoke Ojokoh · Egyptian Informatics Journal · 2015 · 1.3K citations · Full text

, , +15

Relational learning via collective matrix factorization

Ajit Singh, Geoffrey J. Gordon · 2008 · 1.2K citations

, , +16

Heterogeneous Information Network Embedding for Recommendation

Chuan Shi, Binbin Hu, Wayne Xin Zhao et al. · IEEE Transactions on Knowledge and Data Engineering · 2018 · 1.2K citations

, , +10

1–5 of 960

Authors

2.6K

  1. CV
    Costas Vassilakis

    University of Peloponnese, Greece

    8 publications · 152 citations

    8

    h-index

  2. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    8 publications · 1.5K citations

    8

    h-index

  3. LS
    Lars Schmidt-Thieme

    University of Hildesheim, Germany

    8 publications · 1.3K citations

    8

    h-index

  4. FR
    Francesco Ricci⋆

    Free University of Bozen-Bolzano, Italy

    8 publications · 404 citations

    8

    h-index

  5. DM
    Dionisis Margaris

    University of Peloponnese, Greece

    8 publications · 152 citations

    8

    h-index

1–5 of 2.6K

Institutions

875

  1. Tsinghua University

    Beijing, China

    17 h-index

    73 publications

    5K citations

  2. Chinese Academy of Sciences

    Beijing, China

    14 h-index

    42 publications

    1.6K citations

  3. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    14 h-index

    41 publications

    3.8K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    14 h-index

    27 publications

    5.3K citations

  5. Nanyang Technological University

    Singapore, Singapore

    13 h-index

    32 publications

    1.9K citations

  6. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    12 h-index

    27 publications

    2.9K citations

  7. Wuhan University

    Wuhan, China

    12 h-index

    45 publications

    3.1K citations

  8. University of Minnesota

    Minneapolis, United States

    12 h-index

    39 publications

    7K citations

1–8 of 875

Venues

  1. IEEE Access

    44 publications · 1.5K citations

    24

    h-index

  2. arXiv (Cornell University)

    Repository · 28 publications · 1.3K citations

    18

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 15 publications · 2.5K citations

    14

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 11 publications · 596 citations

    11

    h-index

  5. Applied Sciences

    12 publications · 429 citations

    11

    h-index

1–5