Concepedia

Autoencoder-based Recommendation

Autoencoder-Based Recommendation is a recommendation method that employs autoencoder architectures to model user-item interactions by reconstructing observed preference data, thereby capturing latent representations distinct from other collaborative filtering approaches through nonlinear dimensionality reduction.

150

Publications

9.6K

Citations

514

Authors

218

Institutions

Publications per year

2017–2026

140

Parents

Publications

150

Collaborative Denoising Auto-Encoders for Top-N Recommender Systems

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

, , +14

Deep Learning based Recommender System: A Survey and New Perspectives

Shuai Zhang, Lina Yao, Aixin Sun · arXiv (Cornell University) · 2017 · 656 citations · Full text

, , +14

Embedding-based News Recommendation for Millions of Users

Shumpei Okura, Yukihiro Tagami, Shingo Ono et al. · 2017 · 509 citations

, , +17

Collaborative Variational Autoencoder for Recommender Systems

Xiaopeng Li, James She · 2017 · 455 citations

, , +15

Embarrassingly Shallow Autoencoders for Sparse Data

Harald Steck · 2019 · 266 citations · Full text

, , +17

1–5 of 150

Authors

514

  1. LY
    Lina Yao

    UNSW Sydney, Australia

    3 publications · 780 citations

    3

    h-index

  2. HY
    Haiping Yu

    Wuhan University, China

    3 publications · 262 citations

    3

    h-index

  3. XL
    Xue Liu

    McGill University, Canada

    3 publications · 193 citations

    3

    h-index

  4. YP
    Yiteng Pan

    Wuhan University, China

    3 publications · 262 citations

    3

    h-index

  5. CM
    Chen Ma

    McGill University, Canada

    3 publications · 193 citations

    3

    h-index

1–5 of 514

Institutions

218

  1. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    5 h-index

    11 publications

    1.6K citations

  2. Tsinghua University

    Beijing, China

    5 h-index

    10 publications

    666 citations

  3. University of Electronic Science and Technology of China

    Chengdu, China

    5 h-index

    14 publications

    888 citations

  4. Tencent (China)

    Shenzhen, China

    5 h-index

    15 publications

    833 citations

  5. Xiamen University

    Xiamen, China

    4 h-index

    10 publications

    308 citations

  6. Wuhan University

    Wuhan, China

    4 h-index

    10 publications

    845 citations

  7. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    8 publications

    535 citations

  8. McGill University

    Montreal, Canada

    3 h-index

    12 publications

    772 citations

1–8 of 218

Venues

  1. IEEE Access

    16 publications · 451 citations

    14

    h-index

  2. arXiv (Cornell University)

    Repository · 10 publications · 958 citations

    10

    h-index

  3. Knowledge-Based Systems

    7 publications · 238 citations

    7

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 5 publications · 557 citations

    5

    h-index

  5. Expert Systems with Applications

    5 publications · 167 citations

    5

    h-index

1–5