Concepedia

Pairwise Preference Modeling

Pairwise Preference Modeling is a methodological framework in information retrieval that, as a subset of preference learning, ranks items by systematically comparing pairs of documents to determine their relative relevance with respect to a query.

233

Publications

11.4K

Citations

595

Authors

295

Institutions

Publications per year

2017–2026

55

Parents

Publications

233

Label ranking by learning pairwise preferences

Eyke Hüllermeier, Johannes Fürnkranz, Weiwei Cheng et al. · Artificial Intelligence · 2008 · 536 citations

, , +10

Pairwise preference regression for cold-start recommendation

Seung-Taek Park, Wei Chu · 2009 · 312 citations

, , +13

Pairwise ranking aggregation in a crowdsourced setting

Xi Chen, Paul N. Bennett, Kevyn Collins‐Thompson et al. · 2013 · 307 citations

, , +14

A common framework for deriving preference values from pairwise comparison matrices

Eng Ung Choo, William C. Wedley · Computers & Operations Research · 2003 · 301 citations

, , +15

On Extending the Bradley-Terry Model to Accommodate Ties in Paired Comparison Experiments

Roger R. Davidson · Journal of the American Statistical Association · 1970 · 244 citations

, , +16

1–5 of 233

Authors

595

  1. SS
    Stephen Stark

    University of South Florida, United States

    8 publications · 429 citations

    8

    h-index

  2. OS
    Oleksandr S. Chernyshenko

    Nanyang Technological University, Singapore

    7 publications · 415 citations

    7

    h-index

  3. WP
    Weike Pan

    Shenzhen University, China

    5 publications · 302 citations

    5

    h-index

  4. SO
    Sewoong Oh

    University of Illinois Urbana-Champaign, United States

    5 publications · 449 citations

    5

    h-index

  5. SN
    Sahand Negahban

    University of California, Berkeley, United States

    5 publications · 433 citations

    5

    h-index

1–5 of 595

Institutions

295

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    10 h-index

    20 publications

    1.2K citations

  2. University of South Florida

    Tampa, United States

    8 h-index

    13 publications

    641 citations

  3. Nanyang Technological University

    Singapore, Singapore

    6 h-index

    6 publications

    232 citations

  4. University of Toronto

    Toronto, Canada

    6 h-index

    11 publications

    420 citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    9 publications

    776 citations

  6. Shandong University

    Jinan, China

    4 h-index

    8 publications

    246 citations

  7. University of Amsterdam

    Amsterdam, The Netherlands

    4 h-index

    21 publications

    827 citations

  8. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    4 h-index

    7 publications

    195 citations

1–8 of 295

Venues

  1. arXiv (Cornell University)

    Repository · 13 publications · 422 citations

    11

    h-index

  2. European Journal of Operational Research

    10 publications · 729 citations

    10

    h-index

  3. Knowledge-Based Systems

    4 publications · 81 citations

    4

    h-index

  4. Journal of Mathematical Psychology

    4 publications · 200 citations

    4

    h-index

  5. Applied Psychological Measurement

    4 publications · 327 citations

    4

    h-index

1–5