Concepedia

Rating Matrix Completion

Rating Matrix Completion is a predictive modeling task in recommendation systems that involves estimating missing entries in a user-item rating matrix by leveraging observed ratings and structural patterns, distinguishing itself from general prediction tasks through its focus on recovering latent user preferences and item characteristics within sparse observational data.

38

Publications

3.3K

Citations

114

Authors

56

Institutions

Publications per year

2017–2026

16

Parents

Publications

38

Graph Convolutional Matrix Completion

Rianne van den Berg, Thomas Kipf, Max Welling · arXiv (Cornell University) · 2017 · 1.1K citations · Full text

, , +16

Mining customer product ratings for personalized marketing

James T. Kwok, M.H.C. Law, Kwok-Ching Tsui · Decision Support Systems · 2003 · 242 citations

, , +14

Hybrid Recommender System based on Autoencoders

LillOA (Université de Lille (University Of Lille)) · 2016 · 227 citations · Full text

, , +13

Fast online SVD revisions for lightweight recommender systems

Matthew Brand · 2003 · 183 citations · Full text

, , +15

Hybrid Recommender System based on Autoencoders

2016 · 166 citations · Full text

, , +13

1–5 of 38

Authors

114

  1. IB
    Iman Barjasteh

    Michigan State University, United States

    2 publications · 140 citations

    2

    h-index

  2. RF
    Rana Forsati

    Shahid Beheshti University, Iran

    2 publications · 140 citations

    2

    h-index

  3. HR
    Hayder Radha

    Michigan State University, United States

    2 publications · 140 citations

    2

    h-index

  4. AE
    Abdol‐Hossein Esfahanian

    Michigan State University, United States

    2 publications · 140 citations

    2

    h-index

  5. JT
    James T. Kwok

    Hong Kong University of Science and Technology, Hong Kong SAR China

    1 publications · 242 citations

    1

    h-index

1–5 of 114

Institutions

56

  1. Michigan State University

    East Lansing, United States

    3 h-index

    13 publications

    883 citations

  2. Yonsei University

    Seoul, South Korea

    2 h-index

    3 publications

    126 citations

  3. Tsinghua University

    Beijing, China

    2 h-index

    6 publications

    152 citations

  4. Korea Advanced Institute of Science and Technology

    Daejeon, South Korea

    1 h-index

    1 publications

    19 citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    1 h-index

    3 publications

    498 citations

  6. University of Cambridge

    Cambridge, United Kingdom

    1 h-index

    1 publications

    26 citations

  7. IMEC

    Leuven, Belgium

    1 h-index

    3 publications

    57 citations

  8. Langley Research Center

    Hampton, United States

    1 h-index

    1 publications

    155 citations

1–8 of 56

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 1.1K citations

    3

    h-index

  2. IEEE/CAA Journal of Automatica Sinica

    1 publications · 28 citations

    1

    h-index

  3. 1

    h-index

  4. Statistical Science

    1 publications · 57 citations

    1

    h-index

  5. Neurocomputing

    1 publications · 21 citations

    1

    h-index

1–5