Concepedia

Multi-item Recommendation

Multi-Item Recommendation is a recommendation framework that, as a distinct approach within personalized recommendation systems, generates sets of multiple items simultaneously—rather than individual item suggestions—by modeling interdependencies among items to optimize collective relevance and user satisfaction.

23

Publications

647

Citations

77

Authors

47

Institutions

Publications per year

2017–2026

15

Parents

Publications

23

A comparative study of heterogeneous item recommendations in social systems

Alejandro Bellogín, Iván Cantador, Pablo Castells · Information Sciences · 2012 · 82 citations

, , +8

Multi-objective item evaluation for diverse as well as novel item recommendations

Ankush Jain, Pramod Kumar Singh, Joydip Dhar · Expert Systems with Applications · 2019 · 57 citations

, , +14

Improving personalized services in mobile commerce by a novel multicriteria rating approach

Qiudan Li, Chunheng Wang, Guanggang Geng · 2008 · 56 citations

, , +15

Criteria Chains

Yong Zheng · 2017 · 53 citations

, , +13

Towards scalable and accurate item-oriented recommendations

Noam Koenigstein, Yehuda Koren · 2013 · 41 citations

, , +12

1–5 of 23

Authors

77

  1. YZ
    Yong Zheng

    Illinois Institute of Technology, United States

    2 publications · 69 citations

    2

    h-index

  2. FG
    Floris Geerts

    University of Edinburgh, United Kingdom

    2 publications · 43 citations

    2

    h-index

  3. TD
    Ting Deng

    Beihang University, China

    2 publications · 43 citations

    2

    h-index

  4. WF
    Wenfei Fan

    University of Edinburgh, United Kingdom

    2 publications · 43 citations

    2

    h-index

  5. MK
    Mihir Kale

    Google (United States), United States

    1 publications · 13 citations

    1

    h-index

1–5 of 77

Institutions

47

  1. University of Antwerp

    Antwerp, Belgium

    2 h-index

    2 publications

    43 citations

  2. Illinois Institute of Technology

    Chicago, United States

    2 h-index

    2 publications

    69 citations

  3. University of Edinburgh

    Edinburgh, United Kingdom

    2 h-index

    2 publications

    43 citations

  4. Beihang University

    Beijing, China

    2 h-index

    2 publications

    43 citations

  5. Universidad Autónoma de Madrid

    Madrid, Spain

    1 h-index

    3 publications

    246 citations

  6. Jain University

    Bengaluru, India

    1 h-index

    1 publications

    28 citations

  7. Accra Technical University

    Accra, Ghana

    1 h-index

    1 publications

    30 citations

  8. Birkbeck, University of London

    London, United Kingdom

    1 h-index

    1 publications

    15 citations

1–8 of 47

Venues

  1. Expert Systems with Applications

    2 publications · 95 citations

    2

    h-index

  2. Journal Of Big Data

    1 publications · 15 citations

    1

    h-index

  3. Frontiers of Computer Science

    1 publications · 15 citations

    1

    h-index

  4. ACM Transactions on Information Systems

    1 publications · 15 citations

    1

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 18 citations

    1

    h-index

1–5