Concepedia

User-based Collaborative Filtering

User-Based Collaborative Filtering is a collaborative filtering method that predicts a user's preferences by aggregating the opinions of users with similar past behavior, distinguished from item-based or model-based approaches by its reliance on user-user similarity computed from rating patterns.

571

Publications

43.5K

Citations

1.5K

Authors

583

Institutions

Publications per year

2017–2026

209

Variants

User-based Cf

Parents

Publications

571

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

An Algorithmic Framework for Performing Collaborative Filtering

Jonathan L. Herlocker, Joseph A. Konstan, Al Borchers et al. · ACM SIGIR Forum · 2017 · 2.6K citations

, , +9

Item-based top-<i>N</i>recommendation algorithms

Mukund Deshpande, George Karypis · ACM Transactions on Information Systems · 2004 · 2.2K citations

, , +13

An algorithmic framework for performing collaborative filtering

Jonathan L. Herlocker, Joseph A. Konstan, Al Borchers et al. · 1999 · 2K citations · Full text

, , +9

Exploiting geographical influence for collaborative point-of-interest recommendation

Mao Ye, Peifeng Yin, Wang-Chien Lee et al. · 2011 · 1.1K citations

, , +11

1–5 of 571

Authors

1.5K

  1. JA
    Joseph A. Konstan

    University of Minnesota, United States

    6 publications · 10.9K citations

    6

    h-index

  2. LS
    Luo Si

    Purdue University West Lafayette, United States

    6 publications · 832 citations

    6

    h-index

  3. DM
    Dionisis Margaris

    University of Peloponnese, Greece

    5 publications · 129 citations

    5

    h-index

  4. CV
    Costas Vassilakis

    University of Peloponnese, Greece

    5 publications · 129 citations

    5

    h-index

  5. AB
    Alejandro Bellogín

    Universidad Autónoma de Madrid, Spain

    4 publications · 193 citations

    4

    h-index

1–5 of 1.5K

Institutions

583

  1. University of Minnesota

    Minneapolis, United States

    10 h-index

    32 publications

    40.9K citations

  2. Chinese Academy of Sciences

    Beijing, China

    9 h-index

    16 publications

    938 citations

  3. Nanjing University

    Nanjing, China

    7 h-index

    24 publications

    1.9K citations

  4. Universidad Politécnica de Madrid

    Madrid, Spain

    7 h-index

    20 publications

    2K citations

  5. University of Electronic Science and Technology of China

    Chengdu, China

    7 h-index

    14 publications

    1.2K citations

  6. Tsinghua University

    Beijing, China

    7 h-index

    18 publications

    1.2K citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    7 h-index

    13 publications

    1.7K citations

  8. Shanghai Jiao Tong University

    Shanghai, China

    6 h-index

    15 publications

    781 citations

1–8 of 583

Venues

  1. Expert Systems with Applications

    20 publications · 1.6K citations

    19

    h-index

  2. Procedia Computer Science

    9 publications · 324 citations

    9

    h-index

  3. Applied Intelligence

    8 publications · 324 citations

    8

    h-index

  4. Journal of Physics Conference Series

    6 publications · 130 citations

    6

    h-index

  5. Neurocomputing

    6 publications · 259 citations

    6

    h-index

1–5