Concepedia

Hybrid Recommendation

Hybrid Recommendation is a recommendation approach that combines multiple recommendation techniques or data sources within a unified framework to improve predictive accuracy and robustness beyond the capabilities of any single method.

1.5K

Publications

98.1K

Citations

4.5K

Authors

1.3K

Institutions

Publications per year

2017–2026

879

Variants

Hybrid Recommender Systems

Parents

Children

Publications

1.5K

Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions

Gediminas Adomavičius, Alexander Tuzhilin · IEEE Transactions on Knowledge and Data Engineering · 2005 · 10.3K citations

, , +14

Hybrid Recommender Systems: Survey and Experiments

Robin Burke · User Modeling and User-Adapted Interaction · 2002 · 3.8K citations

, , +10

A Survey of Collaborative Filtering Techniques

Xiaoyuan Su, Taghi M. Khoshgoftaar · Advances in Artificial Intelligence · 2009 · 3.6K citations · Full text

, , +16

DeepFM: A Factorization-Machine based Neural Network for CTR Prediction

Huifeng Guo, Ruiming Tang, Yunming Ye et al. · 2017 · 2.2K citations · Full text

, , +17

KGAT

Xiang Wang, Xiangnan He, Yixin Cao et al. · 2019 · 2.1K citations · Full text

, , +16

1–5 of 1.5K

Authors

4.5K

  1. JL
    Jie Lü

    University of Technology Sydney, Australia

    12 publications · 926 citations

    12

    h-index

  2. IC
    Iván Cantador

    Universidad Autónoma de Madrid, Spain

    11 publications · 1K citations

    11

    h-index

  3. QY
    Qusai Y. Shambour

    Al-Ahliyya Amman University, Jordan

    10 publications · 560 citations

    10

    h-index

  4. PB
    Peter Brusilovsky

    University of Pittsburgh, United States

    10 publications · 898 citations

    10

    h-index

  5. MS
    Markus Schedl

    Johannes Kepler University of Linz, Austria

    10 publications · 506 citations

    10

    h-index

1–5 of 4.5K

Institutions

1.3K

  1. Tsinghua University

    Beijing, China

    19 h-index

    60 publications

    3.6K citations

  2. University of Technology Sydney

    Sydney, Australia

    18 h-index

    46 publications

    3.9K citations

  3. National University of Singapore

    Singapore, Singapore

    17 h-index

    41 publications

    9.7K citations

  4. Beijing Institute of Technology

    Beijing, China

    15 h-index

    50 publications

    3.6K citations

  5. Wuhan University

    Wuhan, China

    15 h-index

    51 publications

    2K citations

  6. Beihang University

    Beijing, China

    14 h-index

    33 publications

    2.6K citations

  7. Chinese Academy of Sciences

    Beijing, China

    14 h-index

    47 publications

    2.2K citations

  8. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    14 h-index

    34 publications

    5.6K citations

1–8 of 1.3K

Venues

  1. Expert Systems with Applications

    44 publications · 3.2K citations

    28

    h-index

  2. IEEE Access

    56 publications · 2.5K citations

    28

    h-index

  3. Information Sciences

    25 publications · 2.3K citations

    23

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 22 publications · 12K citations

    19

    h-index

  5. Knowledge-Based Systems

    18 publications · 1.6K citations

    18

    h-index

1–5