Concepedia

Hybrid Filtering

Hybrid Filtering is a filtering approach that integrates multiple distinct information filtering techniques—such as collaborative, content-based, and knowledge-based methods—within a unified framework to overcome the limitations of individual approaches and improve overall recommendation accuracy and robustness.

281

Publications

15.8K

Citations

795

Authors

341

Institutions

Publications per year

2017–2026

111

Parents

Publications

281

Content-boosted collaborative filtering for improved recommendations

Prem Melville, Raymod J. Mooney, Ramadass Nagarajan · 2002 · 1.1K citations

, , +14

Combining Content-Based and Collaborative Filters in an Online Newspaper

Mark Claypool, Anuja Gokhale, Tim Miranda et al. · 1999 · 782 citations

, , +14

Combining collaborative filtering with personal agents for better recommendations

Nathaniel Good, J. Ben Schafer, Joseph A. Konstan et al. · 1999 · 679 citations

, , +13

Content-based, collaborative recommendation

Marko Balabanović, Yoav Shoham · 1997 · 413 citations

, , +13

A hybrid content-based and item-based collaborative filtering approach to recommend TV programs enhanced with singular value decomposition

Ana Belén Barragáns Martínez, Enrique Costa‐Montenegro, Juan C. Burguillo et al. · Information Sciences · 2010 · 353 citations

, , +16

1–5 of 281

Authors

795

  1. LJ
    Leontios J. Hadjileontiadis

    Aristotle University of Thessaloniki, Greece

    3 publications · 337 citations

    3

    h-index

  2. BM
    Byeong Man Kim

    Kumoh National Institute of Technology, South Korea

    3 publications · 352 citations

    3

    h-index

  3. QL
    Qing Li

    City University of Hong Kong, Hong Kong SAR China

    3 publications · 352 citations

    3

    h-index

  4. BJ
    Beth Jelfs

    RMIT University, Australia

    3 publications · 64 citations

    3

    h-index

  5. NK
    Nikos Karacapilidis

    University of Patras, Greece

    1 publications · 17 citations

    2

    h-index

1–5 of 795

Institutions

341

  1. Huazhong University of Science and Technology

    Wuhan, China

    4 h-index

    9 publications

    252 citations

  2. Harbin Institute of Technology

    Harbin, China

    4 h-index

    9 publications

    254 citations

  3. Imperial College London

    London, United Kingdom

    3 h-index

    11 publications

    245 citations

  4. Xiamen University

    Xiamen, China

    3 h-index

    9 publications

    164 citations

  5. University of Electronic Science and Technology of China

    Chengdu, China

    3 h-index

    11 publications

    200 citations

  6. Brunel University of London

    London, United Kingdom

    3 h-index

    7 publications

    311 citations

  7. Binus University

    Jakarta, Indonesia

    3 h-index

    7 publications

    105 citations

  8. Kumoh National Institute of Technology

    Gumi, South Korea

    3 h-index

    8 publications

    972 citations

1–8 of 341

Venues

  1. IEEE Access

    10 publications · 746 citations

    11

    h-index

  2. Expert Systems with Applications

    7 publications · 664 citations

    7

    h-index

  3. Information Sciences

    4 publications · 655 citations

    4

    h-index

  4. International Journal of Computer Applications

    3 publications · 338 citations

    3

    h-index

  5. Sensors

    3 publications · 71 citations

    3

    h-index

1–5