Concepedia

Dynamic Preference Modeling

Dynamic Preference Modeling is a computational framework within context-aware recommendation that captures and adapts user preferences over time by integrating temporal dynamics and contextual influences to model how preference structures evolve.

87

Publications

5.9K

Citations

280

Authors

137

Institutions

Publications per year

2017–2026

54

Parents

Publications

87

Collaborative filtering with temporal dynamics

Yehuda Koren · 2009 · 1.2K citations

, , +16

Collaborative filtering with temporal dynamics

Yehuda Koren · Communications of the ACM · 2010 · 776 citations

, , +16

A Dynamic Attribute Satiation Model of Variety-Seeking Behavior

Leigh McAlister · Journal of Consumer Research · 1982 · 557 citations · Full text

, , +16

Filter-enhanced MLP is All You Need for Sequential Recommendation

Kun Zhou, Hui Yu, Wayne Xin Zhao et al. · Proceedings of the ACM Web Conference 2022 · 2022 · 342 citations · Full text

, , +15

Preference Construction and Persistence in Digital Marketplaces: The Role of Electronic Recommendation Agents

Gerald Häubl, Kyle B. Murray · Journal of Consumer Psychology · 2003 · 157 citations

, , +16

1–5 of 87

Authors

280

  1. DR
    Dimitrios Rafailidis

    Aristotle University of Thessaloniki, Greece

    3 publications · 148 citations

    3

    h-index

  2. KB
    Kyle B. Murray

    University of Alberta, Canada

    2 publications · 180 citations

    2

    h-index

  3. GH
    Gerald Häubl

    University of Alberta, Canada

    2 publications · 180 citations

    2

    h-index

  4. PW
    Peizhi Wu

    Nankai University, China

    2 publications · 25 citations

    2

    h-index

  5. ZY
    Zhenglu Yang

    Nankai University, China

    2 publications · 25 citations

    2

    h-index

1–5 of 280

Institutions

137

  1. Tsinghua University

    Beijing, China

    5 h-index

    12 publications

    792 citations

  2. University of California, Berkeley

    Berkeley, United States

    3 h-index

    6 publications

    251 citations

  3. Aristotle University of Thessaloniki

    Thessaloniki, Greece

    3 h-index

    5 publications

    288 citations

  4. Renmin University of China

    Beijing, China

    3 h-index

    7 publications

    1.1K citations

  5. University of Alberta

    Edmonton, Canada

    2 h-index

    4 publications

    360 citations

  6. Texas A&M University

    College Station, United States

    2 h-index

    7 publications

    107 citations

  7. University of Glasgow

    Glasgow, United Kingdom

    2 h-index

    4 publications

    395 citations

  8. University of Massachusetts Amherst

    Amherst Center, United States

    2 h-index

    4 publications

    96 citations

1–8 of 137

Venues

  1. Expert Systems with Applications

    3 publications · 119 citations

    3

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 88 citations

    3

    h-index

  3. Decision Support Systems

    2 publications · 31 citations

    2

    h-index

  4. SSRN Electronic Journal

    Repository · 2 publications · 41 citations

    2

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 2 publications · 98 citations

    2

    h-index

1–5