Concepedia

Long-tail Recommendation

Long-Tail Recommendation is a recommendation approach that targets items from the less popular, niche segment of the item distribution, thereby distinguishing itself from mainstream or popularity-biased recommendation methods by focusing on low-frequency but collectively significant items.

74

Publications

5.1K

Citations

238

Authors

109

Institutions

Publications per year

2017–2026

53

Parents

Publications

74

The long tail of recommender systems and how to leverage it

Yoon‐Joo Park, Alexander Tuzhilin · 2008 · 437 citations

, , +10

Controlling Popularity Bias in Learning-to-Rank Recommendation

Himan Abdollahpouri, Robin Burke, Bamshad Mobasher · 2017 · 420 citations

, , +13

Recommendation Networks and the Long Tail of Electronic Commerce1

Oestreicher-Singer, Sundararajan · MIS Quarterly · 2012 · 292 citations

, , +15

Challenging the long tail recommendation

Hongzhi Yin, Bin Cui, Jing Li et al. · Proceedings of the VLDB Endowment · 2012 · 275 citations

, , +14

XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation

Junliang Yu, Xin Xia, Tong Chen et al. · IEEE Transactions on Knowledge and Data Engineering · 2023 · 269 citations

, , +12

1–5 of 74

Authors

238

  1. HA
    Himan Abdollahpouri

    DePaul University, United States

    6 publications · 765 citations

    6

    h-index

  2. BM
    Bamshad Mobasher

    DePaul University, United States

    6 publications · 765 citations

    6

    h-index

  3. RB
    Robin Burke

    DePaul University, United States

    6 publications · 765 citations

    6

    h-index

  4. LH
    Lichan Hong

    Google (United States), United States

    4 publications · 377 citations

    4

    h-index

  5. EH
    Ed H.

    Google (United States), United States

    4 publications · 377 citations

    4

    h-index

1–5 of 238

Institutions

109

  1. DePaul University

    Chicago, United States

    6 h-index

    9 publications

    1.6K citations

  2. University of Colorado Boulder

    Boulder, United States

    4 h-index

    6 publications

    522 citations

  3. University of Electronic Science and Technology of China

    Chengdu, China

    4 h-index

    10 publications

    749 citations

  4. Google (United States)

    Mountain View, United States

    3 h-index

    22 publications

    2.9K citations

  5. New York University

    New York, United States

    3 h-index

    4 publications

    1.3K citations

  6. University of Science and Technology of China

    Hefei, China

    3 h-index

    6 publications

    1.1K citations

  7. Tsinghua University

    Beijing, China

    3 h-index

    7 publications

    350 citations

  8. University of Colorado System

    Boulder, United States

    3 h-index

    6 publications

    524 citations

1–8 of 109

Venues

  1. arXiv (Cornell University)

    Repository · 9 publications · 401 citations

    9

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 4 publications · 442 citations

    4

    h-index

  3. Knowledge-Based Systems

    4 publications · 261 citations

    3

    h-index

  4. ACM Transactions on Information Systems

    3 publications · 119 citations

    3

    h-index

  5. 2

    h-index

1–5