Concepedia

Contextual Preference Learning

Contextual Preference Learning is a machine learning framework that models user preferences as a function of contextual variables, distinguishing itself from general preference learning by explicitly incorporating situational, temporal, or environmental factors to adapt recommendations dynamically.

41

Publications

2.2K

Citations

121

Authors

54

Institutions

Publications per year

2017–2026

21

Parents

Publications

41

Bridging Collaborative Filtering and Semi-Supervised Learning

Carl Yang, Lanxiao Bai, Chao Zhang et al. · 2017 · 302 citations

, , +16

Personalized Long- and Short-term Preference Learning for Next POI Recommendation

Yuxia Wu, Ke Li, Guoshuai Zhao et al. · IEEE Transactions on Knowledge and Data Engineering · 2020 · 232 citations

, , +13

Different Requirements for Protein Synthesis in Acquisition and Extinction of Spatial Preferences and Context-Evoked Fear

K. Matthew Lattal, Ted Abel · Journal of Neuroscience · 2001 · 168 citations · Full text

, , +17

Mining Mobile User Preferences for Personalized Context-Aware Recommendation

Hengshu Zhu, Enhong Chen, Hui Xiong et al. · ACM Transactions on Intelligent Systems and Technology · 2014 · 162 citations

, , +16

Neural Personalized Ranking for Image Recommendation

Wei Niu, James Caverlee, Haokai Lu · 2018 · 127 citations

, , +15

1–5 of 41

Authors

121

  1. EQ
    Elisa Quintarelli

    Politecnico di Milano, Italy

    2 publications · 82 citations

    2

    h-index

  2. HC
    Huanhuan Cao

    University of Science and Technology of China, China

    2 publications · 213 citations

    2

    h-index

  3. MV
    Mihaela van der Schaar

    University of California, Los Angeles, United States

    2 publications · 127 citations

    2

    h-index

  4. LT
    Letizia Tanca

    Politecnico di Milano, Italy

    2 publications · 82 citations

    2

    h-index

  5. HZ
    Hengshu Zhu

    Baidu (China), China

    2 publications · 213 citations

    2

    h-index

1–5 of 121

Institutions

54

  1. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    6 publications

    399 citations

  2. University of Science and Technology of China

    Hefei, China

    2 h-index

    4 publications

    426 citations

  3. Politecnico di Milano

    Milan, Italy

    2 h-index

    7 publications

    261 citations

  4. Zhejiang University

    Hangzhou, China

    2 h-index

    7 publications

    141 citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    7 publications

    1.7K citations

  6. Xi'an Jiaotong University

    Xi'an, China

    2 h-index

    8 publications

    1.3K citations

  7. Rutgers, The State University of New Jersey

    New Brunswick, United States

    1 h-index

    1 publications

    162 citations

  8. Middlesex University

    London, United Kingdom

    1 h-index

    3 publications

    48 citations

1–8 of 54

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 2 publications · 251 citations

    2

    h-index

  2. Pharmacology Biochemistry and Behavior

    1 publications · 14 citations

    1

    h-index

  3. Applied Sciences

    1 publications · 10 citations

    1

    h-index

  4. Universal Access in the Information Society

    1 publications · 16 citations

    1

    h-index

  5. IEEE Transactions on Services Computing

    1 publications · 106 citations

    1

    h-index

1–5