Concepedia

Deep Collaborative Filtering

Deep Collaborative Filtering is a machine learning approach within collaborative filtering that integrates deep neural networks to model complex user-item interactions by jointly learning latent representations from raw input features and interaction data.

285

Publications

27.7K

Citations

974

Authors

354

Institutions

Publications per year

2017–2026

262

Parents

Publications

285

Neural Collaborative Filtering

Xiangnan He, Lizi Liao, Hanwang Zhang et al. · 2017 · 6.6K citations · Full text

, , +15

Neural Graph Collaborative Filtering

2019 · 3K citations · Full text

, , +14

AutoRec

Suvash Sedhain, Aditya Krishna Menon, Scott Sanner et al. · 2015 · 1.2K citations

, , +9

Graph Convolutional Matrix Completion

Rianne van den Berg, Thomas Kipf, Max Welling · arXiv (Cornell University) · 2017 · 1.1K citations · Full text

, , +16

Collaborative filtering and deep learning based recommendation system for cold start items

Wei Jian, Jianhua He, Kai Chen et al. · Expert Systems with Applications · 2016 · 714 citations · Full text

, , +16

1–5 of 285

Authors

974

  1. XH
    Xiangnan He

    University of Science and Technology of China, China

    10 publications · 7.9K citations

    10

    h-index

  2. HS
    Harald Steck

    Netflix (United States), United States

    4 publications · 763 citations

    4

    h-index

  3. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    4 publications · 393 citations

    4

    h-index

  4. YZ
    Yin Zheng

    Tsinghua University, China

    4 publications · 228 citations

    4

    h-index

  5. QL
    Qinglong Li

    Kyung Hee University, South Korea

    3 publications · 121 citations

    3

    h-index

1–5 of 974

Institutions

354

  1. Tsinghua University

    Beijing, China

    10 h-index

    22 publications

    3.1K citations

  2. National University of Singapore

    Singapore, Singapore

    8 h-index

    13 publications

    21.7K citations

  3. University of Electronic Science and Technology of China

    Chengdu, China

    8 h-index

    19 publications

    1.6K citations

  4. Chinese Academy of Sciences

    Beijing, China

    8 h-index

    11 publications

    651 citations

  5. Tencent (China)

    Shenzhen, China

    7 h-index

    8 publications

    279 citations

  6. Sun Yat-sen University

    Guangzhou, China

    6 h-index

    19 publications

    1.4K citations

  7. Beijing University of Posts and Telecommunications

    Beijing, China

    6 h-index

    21 publications

    2.6K citations

  8. Shandong University

    Jinan, China

    6 h-index

    16 publications

    7.1K citations

1–8 of 354

Venues

  1. IEEE Access

    20 publications · 1.1K citations

    18

    h-index

  2. arXiv (Cornell University)

    Repository · 17 publications · 2.1K citations

    13

    h-index

  3. Expert Systems with Applications

    8 publications · 1.1K citations

    8

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 7 publications · 707 citations

    7

    h-index

  5. Applied Sciences

    6 publications · 311 citations

    6

    h-index

1–5