Concepedia

Context-aware Collaborative Filtering

Context-Aware Collaborative Filtering is a recommendation approach that extends traditional collaborative filtering by incorporating contextual information—such as time, location, or social environment—into the prediction model to improve recommendation accuracy through context-sensitive user-item interaction analysis.

152

Publications

18.2K

Citations

451

Authors

209

Institutions

Publications per year

2017–2026

64

Parents

Publications

152

Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions

Gediminas Adomavičius, Alexander Tuzhilin · IEEE Transactions on Knowledge and Data Engineering · 2005 · 10.3K citations

, , +14

Multiverse recommendation

Alexandros Karatzoglou, Xavier Amatriain, Linas Baltrunas et al. · 2010 · 731 citations

, , +11

A survey of collaborative filtering based social recommender systems

Xiwang Yang, Yang Guo, Yong Liu et al. · Computer Communications · 2013 · 470 citations

, , +12

Interactive recommender systems: A survey of the state of the art and future research challenges and opportunities

Chen He, Denis Parra, Katrien Verbert · Expert Systems with Applications · 2016 · 336 citations

, , +13

The state-of-the-art in personalized recommender systems for social networking

Xujuan Zhou, Yue Xu, Yuefeng Li et al. · Artificial Intelligence Review · 2011 · 196 citations · Full text

, , +13

1–5 of 152

Authors

451

  1. LB
    Linas Baltrunas

    Telefonica Research and Development, Spain

    6 publications · 1.2K citations

    6

    h-index

  2. DJ
    Dietmar Jannach

    University of Klagenfurt, Austria

    4 publications · 173 citations

    4

    h-index

  3. AT
    Alexander Tuzhilin

    New York University, United States

    4 publications · 10.4K citations

    4

    h-index

  4. WW
    Wolfgang Woerndl

    Technical University of Munich, Germany

    3 publications · 220 citations

    3

    h-index

  5. GA
    Gediminas Adomavičius

    University of Minnesota, United States

    3 publications · 10.4K citations

    3

    h-index

1–5 of 451

Institutions

209

  1. New York University

    New York, United States

    5 h-index

    8 publications

    11.5K citations

  2. Free University of Bozen-Bolzano

    Bolzano, Italy

    5 h-index

    7 publications

    1.2K citations

  3. University of Minnesota

    Minneapolis, United States

    3 h-index

    5 publications

    10.5K citations

  4. Telefonica Research and Development

    Madrid, Spain

    3 h-index

    9 publications

    3K citations

  5. Polytechnic University of Bari

    Bari, Italy

    3 h-index

    4 publications

    161 citations

  6. University of Technology Malaysia

    Johor Bahru, Malaysia

    3 h-index

    5 publications

    155 citations

  7. University of Haifa

    Haifa, Israel

    3 h-index

    6 publications

    86 citations

  8. TU Wien

    Vienna, Austria

    3 h-index

    5 publications

    199 citations

1–8 of 209

Venues

  1. Expert Systems with Applications

    6 publications · 571 citations

    6

    h-index

  2. IEEE Access

    4 publications · 227 citations

    4

    h-index

  3. Multimedia Tools and Applications

    4 publications · 182 citations

    4

    h-index

  4. Information

    2 publications · 34 citations

    2

    h-index

  5. Information Systems

    2 publications · 143 citations

    2

    h-index

1–5