Concepedia

Top-n Recommendation

Top-N Recommendation is a recommendation task that, within the context of personalized information filtering, is distinguished by its objective of identifying and ranking the N most relevant items for a user, where N is a predefined positive integer.

217

Publications

16.8K

Citations

566

Authors

213

Institutions

Publications per year

2017–2026

119

Parents

Publications

217

Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding

Jiaxi Tang, Ke Wang · 2018 · 1.9K citations

, , +14

Performance of recommender algorithms on top-n recommendation tasks

Paolo Cremonesi, Yehuda Koren, Roberto Turrin · 2010 · 1.4K citations

, , +14

Collaborative Denoising Auto-Encoders for Top-N Recommender Systems

Yao Wu, Christopher DuBois, Alice X. Zheng et al. · 2016 · 1K citations

, , +14

SLIM: Sparse Linear Methods for Top-N Recommender Systems

Xia Ning, George Karypis · 2011 · 738 citations

, , +10

Leveraging Meta-path based Context for Top- N Recommendation with A Neural Co-Attention Model

Binbin Hu, Chuan Shi, Wayne Xin Zhao et al. · 2018 · 695 citations

, , +11

1–5 of 217

Authors

566

  1. GK
    George Karypis

    University of Minnesota, United States

    8 publications · 1.8K citations

    8

    h-index

  2. SK
    Sang‐Wook Kim

    Hanyang University, South Korea

    7 publications · 310 citations

    7

    h-index

  3. WZ
    Weinan Zhang

    Shanghai Jiao Tong University, China

    6 publications · 223 citations

    6

    h-index

  4. YY
    Yong Yu

    Shanghai Jiao Tong University, China

    5 publications · 188 citations

    5

    h-index

  5. DL
    Dongsheng Li

    Fudan University, China

    5 publications · 94 citations

    5

    h-index

1–5 of 566

Institutions

213

  1. University of Minnesota

    Minneapolis, United States

    13 h-index

    25 publications

    3.8K citations

  2. Tsinghua University

    Beijing, China

    10 h-index

    27 publications

    2.2K citations

  3. Shanghai Jiao Tong University

    Shanghai, China

    8 h-index

    27 publications

    973 citations

  4. Beijing University of Posts and Telecommunications

    Beijing, China

    7 h-index

    15 publications

    2K citations

  5. Hanyang University

    Seoul, South Korea

    7 h-index

    18 publications

    843 citations

  6. Fudan University

    Shanghai, China

    7 h-index

    10 publications

    921 citations

  7. Universidade da Coruña

    A Coruña, Spain

    6 h-index

    12 publications

    448 citations

  8. Renmin University of China

    Beijing, China

    6 h-index

    11 publications

    1.3K citations

1–8 of 213

Venues

  1. arXiv (Cornell University)

    Repository · 9 publications · 169 citations

    9

    h-index

  2. IEEE Access

    8 publications · 207 citations

    8

    h-index

  3. Knowledge-Based Systems

    6 publications · 200 citations

    6

    h-index

  4. Neurocomputing

    5 publications · 187 citations

    5

    h-index

  5. Expert Systems with Applications

    5 publications · 139 citations

    5

    h-index

1–5