Concepedia

Occupant Preference Modeling

Occupant Preference Modeling is a computational framework that characterizes individual occupants' thermal, visual, and acoustic comfort preferences by integrating behavioral, physiological, and environmental data to enable personalized control in personal comfort systems.

13

Publications

1K

Citations

74

Authors

38

Institutions

Publications per year

2017–2026

8

Parents

Publications

13

Personal comfort models: Predicting individuals' thermal preference using occupant heating and cooling behavior and machine learning

Joyce Kim, Yuxun Zhou, Stefano Schiavon et al. · Building and Environment · 2017 · 458 citations

, , +17

A Bayesian approach for probabilistic classification and inference of occupant thermal preferences in office buildings

Seungjae Lee, Ilias Bilionis, Panagiota Karava et al. · Building and Environment · 2017 · 125 citations

, , +17

Automobile seat comfort: occupant preferences vs. anthropometric accommodation

Mike Kolich · Applied Ergonomics · 2003 · 115 citations

, , +15

Real-time optimization of a double-skin façade based on lumped modeling and occupant preference

Cheolsoo Park, Godfried Augenbroe, Nader Sadegh et al. · Building and Environment · 2004 · 59 citations

, , +17

Cohort comfort models — Using occupant’s similarity to predict personal thermal preference with less data

Matías Quintana, Stefano Schiavon, Federico Tartarini et al. · Building and Environment · 2022 · 51 citations

, , +17

1–5 of 13

Authors

74

  1. JK
    Joyce Kim

    University of California, Berkeley, United States

    2 publications · 509 citations

    2

    h-index

  2. MK
    Mike Kolich

    University of Windsor, Canada

    1 publications · 115 citations

    1

    h-index

  3. RG
    Renata Gonçalves Faísca

    Universidade Federal Fluminense, Brazil

    1 publications · 46 citations

    1

    h-index

  4. LD
    Lilianne de Queiroz Leal

    Universidade Paulista, Brazil

    1 publications · 46 citations

    1

    h-index

  5. SS
    Stefano Schiavon

    University of California, Berkeley, United States

    1 publications · 51 citations

    1

    h-index

1–5 of 74

Institutions

38

  1. University of California, Berkeley

    Berkeley, United States

    2 h-index

    6 publications

    2.3K citations

  2. University of Southampton

    Southampton, United Kingdom

    1 h-index

    3 publications

    126 citations

  3. Universidade Federal de Sergipe

    Aracaju, Brazil

    1 h-index

    1 publications

    46 citations

  4. Tsinghua University

    Beijing, China

    1 h-index

    2 publications

    72 citations

  5. Purdue University West Lafayette

    West Lafayette, United States

    1 h-index

    4 publications

    500 citations

  6. Faculdade da Serra Gaúcha

    Caxias do Sul, Brazil

    1 h-index

    1 publications

    46 citations

  7. Universidade Federal de Santa Maria

    Santa Maria, Brazil

    1 h-index

    1 publications

    46 citations

  8. Beijing University of Technology

    Beijing, China

    1 h-index

    1 publications

    36 citations

1–8 of 38

Venues

  1. Building and Environment

    6 publications · 747 citations

    6

    h-index

  2. Building Research & Information

    1 publications · 46 citations

    1

    h-index

  3. Energy and Buildings

    1 publications · 18 citations

    1

    h-index

  4. Applied Ergonomics

    1 publications · 115 citations

    1

    h-index

  5. ACM Transactions on Intelligent Systems and Technology

    TIST · 1 publications · 42 citations

    1

    h-index

1–5