Concepedia

Recommendation Diversification

Recommendation Diversification is a recommendation strategy that enhances the variety of suggested items by deliberately reducing redundancy and promoting coverage across different categories, attributes, or user interests within a ranked list.

69

Publications

4.4K

Citations

209

Authors

109

Institutions

Publications per year

2017–2026

31

Variants

Recommender System Diversification

Parents

Publications

69

Improving recommendation lists through topic diversification

Cai-Nicolas Ziegler, Sean M. McNee, Joseph A. Konstan et al. · 2005 · 1.9K citations

, , +16

It takes variety to make a world

Cong Yu, Laks V. S. Lakshmanan, Sihem Amer-Yahia · 2009 · 167 citations · Full text

, , +12

DGCN: Diversified Recommendation with Graph Convolutional Networks

Yu Zheng, Chen Gao, Liang Chen et al. · 2021 · 130 citations · Full text

, , +15

A Coverage-Based Approach to Recommendation Diversity On Similarity Graph

Shameem Ahamed Puthiya Parambath, Nicolas Usunier, Yves Grandvalet · 2016 · 94 citations

, , +16

Adaptive diversification of recommendation results via latent factor portfolio

Yue Shi, Xiaoxue Zhao, Jun Wang et al. · 2012 · 87 citations

, , +12

1–5 of 69

Authors

209

  1. MP
    Mark P. Graus

    Eindhoven University of Technology, Netherlands

    4 publications · 128 citations

    4

    h-index

  2. NH
    Neil Hurley

    University College Dublin, Ireland

    4 publications · 126 citations

    4

    h-index

  3. BF
    Bruce Ferwerda

    Johannes Kepler University of Linz, Austria

    2 publications · 30 citations

    2

    h-index

  4. WZ
    Wen Zheng

    Taiyuan University of Technology, China

    2 publications · 78 citations

    2

    h-index

  5. OK
    Onur Küçüktunç

    The Ohio State University, United States

    2 publications · 81 citations

    2

    h-index

1–5 of 209

Institutions

109

  1. University College Dublin

    Dublin, Ireland

    5 h-index

    9 publications

    286 citations

  2. Yahoo (United States)

    Sunnyvale, United States

    3 h-index

    5 publications

    538 citations

  3. Eindhoven University of Technology

    Eindhoven, The Netherlands

    3 h-index

    4 publications

    188 citations

  4. Sun Yat-sen University

    Guangzhou, China

    3 h-index

    6 publications

    227 citations

  5. University of Minnesota

    Minneapolis, United States

    3 h-index

    4 publications

    3.9K citations

  6. Fudan University

    Shanghai, China

    3 h-index

    5 publications

    200 citations

  7. University of Electronic Science and Technology of China

    Chengdu, China

    2 h-index

    4 publications

    134 citations

  8. Tel Aviv University

    Tel Aviv, Israel

    2 h-index

    6 publications

    225 citations

1–8 of 109

Venues

  1. Knowledge-Based Systems

    3 publications · 164 citations

    3

    h-index

  2. Information Processing & Management

    2 publications · 39 citations

    2

    h-index

  3. Multimedia Tools and Applications

    2 publications · 21 citations

    2

    h-index

  4. arXiv (Cornell University)

    Repository · 2 publications · 40 citations

    2

    h-index

  5. TU/e Research Portal

    Repository · 2 publications · 38 citations

    2

    h-index

1–5