Concepedia

Ranking Metrics

Ranking Metrics is a computational evaluation framework used in recommender systems that quantifies the effectiveness of ranked item lists by measuring the position and relevance of recommended items relative to user preferences.

505

Publications

57K

Citations

1.4K

Authors

529

Institutions

Publications per year

2017–2026

204

Variants

Ranking Evaluation Metrics

Parents

Publications

505

The PageRank Citation Ranking : Bringing Order to the Web

Lawrence M. Page, Sergey Brin, Rajeev Motwani et al. · 1999 · 12.7K citations

, , +15

Evaluating collaborative filtering recommender systems

Jonathan L. Herlocker, Joseph A. Konstan, Loren Terveen et al. · ACM Transactions on Information Systems · 2004 · 5.8K citations

, , +13

Analysis of recommendation algorithms for e-commerce

Badrul Sarwar, George Karypis, Joseph A. Konstan et al. · 2000 · 1.8K citations · Full text

, , +16

Methods and metrics for cold-start recommendations

Andrew I. Schein, Alexandrin Popescul, Lyle Ungar et al. · 2002 · 1.7K citations · Full text

, , +16

Performance of recommender algorithms on top-n recommendation tasks

Paolo Cremonesi, Yehuda Koren, Roberto Turrin · 2010 · 1.4K citations

, , +14

1–5 of 505

Authors

1.4K

  1. AB
    Alejandro Bellogín

    Universidad Autónoma de Madrid, Spain

    12 publications · 925 citations

    11

    h-index

  2. PC
    Pablo Castells

    Universidad Autónoma de Madrid, Spain

    8 publications · 701 citations

    8

    h-index

  3. JR
    John Riedl

    University of Minnesota, United States

    8 publications · 9.3K citations

    8

    h-index

  4. JA
    Joseph A. Konstan

    University of Minnesota, United States

    7 publications · 9K citations

    7

    h-index

  5. MD
    Michael D. Ekstrand

    Boise State University, United States

    7 publications · 572 citations

    7

    h-index

1–5 of 1.4K

Institutions

529

  1. Universidad Autónoma de Madrid

    Madrid, Spain

    13 h-index

    25 publications

    2.2K citations

  2. University of Minnesota

    Minneapolis, United States

    13 h-index

    35 publications

    30.3K citations

  3. Google (United States)

    Mountain View, United States

    12 h-index

    38 publications

    16K citations

  4. Delft University of Technology

    Delft, The Netherlands

    11 h-index

    21 publications

    1.7K citations

  5. Microsoft (United States)

    Redmond, United States

    11 h-index

    18 publications

    741 citations

  6. Nanyang Technological University

    Singapore, Singapore

    9 h-index

    21 publications

    850 citations

  7. Beihang University

    Beijing, China

    9 h-index

    29 publications

    772 citations

  8. Tsinghua University

    Beijing, China

    8 h-index

    20 publications

    1.7K citations

1–8 of 529

Venues

  1. Expert Systems with Applications

    13 publications · 679 citations

    13

    h-index

  2. arXiv (Cornell University)

    Repository · 13 publications · 400 citations

    11

    h-index

  3. Knowledge-Based Systems

    10 publications · 794 citations

    10

    h-index

  4. Information Sciences

    9 publications · 661 citations

    9

    h-index

  5. Journal of Business Research

    JBR · 5 publications · 778 citations

    5

    h-index

1–5