Concepedia

Preference Learning For Ranking

Preference Learning for Ranking is a machine learning approach that belongs to the broader class of ranking methods, differing specifically in its focus on inferring a ranking function by modeling relative preferences between pairs or sets of items rather than relying on absolute relevance scores.

55

Publications

3.5K

Citations

156

Authors

92

Institutions

Publications per year

2017–2026

20

Parents

Publications

55

An Efficient Boosting Algorithm for Combining Preferences

Yoav Freund, Raj D. Iyer, Robert E. Schapire et al. · 1998 · 815 citations

, , +16

Learning to Order Things

Journal of Artificial Intelligence Research · 1999 · 313 citations · Full text

, , +12

Robust ordinal regression in preference learning and ranking

Salvatore Corrente, Salvatore Greco, Miłosz Kadziński et al. · Machine Learning · 2013 · 211 citations · Full text

, , +16

Log-Linear Models for Label Ranking

Ofer Dekel, Yoram Singer, Christopher D. Manning · 2003 · 166 citations

, , +12

Preference learning for eco-friendly hotels recommendation: A multi-criteria collaborative filtering approach

Mehrbakhsh Nilashi, Ali Ahani, Mohammad Dalvi Esfahani et al. · Journal of Cleaner Production · 2019 · 139 citations · Full text

, , +14

1–5 of 55

Authors

156

  1. EH
    Eyke Hüllermeier

    Philipps University of Marburg, Germany

    3 publications · 113 citations

    3

    h-index

  2. YS
    Yoram Singer

    Hebrew University of Jerusalem, Israel

    3 publications · 1K citations

    3

    h-index

  3. XG
    Xin Geng

    Southeast University, China

    2 publications · 66 citations

    2

    h-index

  4. FH
    Fei Huang

    Alibaba Group (United States), United States

    2 publications · 64 citations

    2

    h-index

  5. AS
    Alessandro Sperduti

    University of Padua, Italy

    2 publications · 41 citations

    2

    h-index

1–5 of 156

Institutions

92

  1. Poznań University of Technology

    Poznan, Poland

    3 h-index

    5 publications

    615 citations

  2. Microsoft Research Asia (China)

    Beijing, China

    3 h-index

    6 publications

    382 citations

  3. California Institute of Technology

    Pasadena, United States

    2 h-index

    2 publications

    43 citations

  4. Georgia Institute of Technology

    Atlanta, United States

    2 h-index

    3 publications

    62 citations

  5. Paderborn University

    Paderborn, Germany

    2 h-index

    3 publications

    48 citations

  6. Southeast University

    Nanjing, China

    2 h-index

    6 publications

    160 citations

  7. University of Turku

    Turku, Finland

    2 h-index

    8 publications

    325 citations

  8. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    2 publications

    154 citations

1–8 of 92

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 213 citations

    4

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 62 citations

    2

    h-index

  3. Machine Learning

    2 publications · 270 citations

    2

    h-index

  4. Omega

    2 publications · 65 citations

    1

    h-index

  5. Knowledge-Based Systems

    1 publications · 17 citations

    1

    h-index

1–5