Concepedia

Image-based Recommendation

Image-Based Recommendation is a content-based recommendation approach that uniquely utilizes visual features extracted from images as the primary basis for generating personalized recommendations.

92

Publications

6.4K

Citations

340

Authors

145

Institutions

Publications per year

2017–2026

52

Parents

Publications

92

Image-Based Recommendations on Styles and Substitutes

Julian McAuley, Christopher Targett, Qinfeng Shi et al. · 2015 · 2.3K citations

, , +9

Visually-Aware Fashion Recommendation and Design with Generative Image Models

Wang-Cheng Kang, Fang Chen, Zhaowen Wang et al. · 2017 · 269 citations

, , +14

What Your Images Reveal

Suhang Wang, Yilin Wang, Jiliang Tang et al. · 2017 · 234 citations · Full text

, , +7

Learning Image and User Features for Recommendation in Social Networks

Xue Geng, Hanwang Zhang, Jingwen Bian et al. · 2015 · 229 citations

, , +14

Adversarial Training Towards Robust Multimedia Recommender System

Jinhui Tang, Xiaoyu Du, Xiangnan He et al. · IEEE Transactions on Knowledge and Data Engineering · 2019 · 197 citations

, , +12

1–5 of 92

Authors

340

  1. JL
    Jiebo Luo

    University of Rochester, United States

    5 publications · 253 citations

    5

    h-index

  2. JM
    Julian McAuley

    University of California San Diego, United States

    5 publications · 2.7K citations

    5

    h-index

  3. QT
    Qi Tian

    The University of Texas at San Antonio, United States

    3 publications · 386 citations

    3

    h-index

  4. WK
    Wang-Cheng Kang

    University of California San Diego, United States

    3 publications · 375 citations

    3

    h-index

  5. XJ
    Xin Jin

    University of Illinois Urbana-Champaign, United States

    3 publications · 172 citations

    3

    h-index

1–5 of 340

Institutions

145

  1. National University of Singapore

    Singapore, Singapore

    5 h-index

    12 publications

    1.3K citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    4 h-index

    9 publications

    605 citations

  3. Kodak (United States)

    Rochester, United States

    4 h-index

    7 publications

    368 citations

  4. Nanyang Technological University

    Singapore, Singapore

    3 h-index

    6 publications

    206 citations

  5. University of California San Diego

    San Diego, United States

    3 h-index

    6 publications

    2.9K citations

  6. Tsinghua University

    Beijing, China

    3 h-index

    4 publications

    94 citations

  7. Sun Yat-sen University

    Guangzhou, China

    2 h-index

    9 publications

    133 citations

  8. eBay (United States)

    San Jose, United States

    2 h-index

    2 publications

    140 citations

1–8 of 145

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 118 citations

    4

    h-index

  2. IEEE Access

    3 publications · 86 citations

    3

    h-index

  3. IEEE Transactions on Multimedia

    3 publications · 134 citations

    3

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 2 publications · 229 citations

    2

    h-index

  5. ACM Transactions on Intelligent Systems and Technology

    TIST · 2 publications · 56 citations

    2

    h-index

1–5