Concepedia

Probabilistic Preference Modeling

Probabilistic Preference Modeling is a preference modeling framework that characterizes uncertain or stochastic user preferences through probability distributions over preference relations, distinguishing itself from deterministic models by explicitly accounting for variability, inconsistency, or confidence in individual choices.

120

Publications

5.8K

Citations

277

Authors

162

Institutions

Publications per year

2017–2026

38

Parents

Publications

120

Understanding Heterogeneous Preferences in Random Utility Models: A Latent Class Approach

Peter C. Boxall, Wiktor Adamowicz · Environmental and Resource Economics · 2002 · 1.2K citations

, , +12

Preference learning with Gaussian processes

Wei Chu, Zoubin Ghahramani · 2005 · 362 citations

, , +16

Consistency-based risk assessment with probabilistic linguistic preference relation

Yixin Zhang, Zeshui Xu, Hai Wang et al. · Applied Soft Computing · 2016 · 337 citations

, , +13

Stochastic models of choice behavior

Gordon M. Becker, Morris H. DeGroot, Jacob Marschak · Systems Research and Behavioral Science · 2007 · 262 citations

, , +17

Testing Different Stochastic Specificationsof Risky Choice

Graham Loomes, Robert Sugden · Economica · 1998 · 217 citations

, , +17

1–5 of 120

Authors

277

  1. ZX
    Zeshui Xu

    Sichuan University, China

    5 publications · 335 citations

    5

    h-index

  2. HL
    Huchang Liao

    Sichuan University, China

    4 publications · 471 citations

    4

    h-index

  3. MR
    Michel Regenwetter

    University of Illinois Urbana-Champaign, United States

    4 publications · 196 citations

    4

    h-index

  4. AA
    A. A. J. Marley

    University of Victoria, Canada

    3 publications · 255 citations

    3

    h-index

  5. JZ
    Jianming Zhan

    Minzu University of China, China

    3 publications · 64 citations

    3

    h-index

1–5 of 277

Institutions

162

  1. Sichuan University

    Chengdu, China

    8 h-index

    17 publications

    1.8K citations

  2. Singapore Management University

    Singapore, Singapore

    3 h-index

    3 publications

    120 citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    3 publications

    103 citations

  4. Minzu University of China

    Beijing, China

    3 h-index

    7 publications

    151 citations

  5. UNSW Sydney

    Sydney, Australia

    3 h-index

    3 publications

    75 citations

  6. University of Toronto

    Toronto, Canada

    3 h-index

    5 publications

    232 citations

  7. Southeast University

    Nanjing, China

    3 h-index

    5 publications

    576 citations

  8. Data61

    Sydney, Australia

    3 h-index

    3 publications

    75 citations

1–8 of 162

Venues

  1. Information Sciences

    6 publications · 304 citations

    6

    h-index

  2. Mathematical Social Sciences

    5 publications · 105 citations

    5

    h-index

  3. Social Choice and Welfare

    4 publications · 102 citations

    4

    h-index

  4. Journal of Mathematical Psychology

    4 publications · 183 citations

    4

    h-index

  5. arXiv (Cornell University)

    Repository · 4 publications · 118 citations

    4

    h-index

1–5