Concepedia

Multi-attribute Recommendation

Multi-Attribute Recommendation is a recommendation paradigm that, as a genus, generates personalized suggestions by leveraging auxiliary item or user attributes beyond explicit ratings or binary interactions, and, as a differentia, explicitly integrates multiple heterogeneous attribute types—such as demographic, contextual, or content-based features—into the modeling process to enhance recommendation accuracy and explainability.

49

Publications

2.3K

Citations

174

Authors

74

Institutions

Publications per year

2017–2026

28

Parents

Publications

49

Analysis and Classification of Multi-Criteria Recommender Systems

Nikos Manouselis, Constantina Costopoulou · World Wide Web · 2007 · 193 citations

, , +11

Content-based filtering for recommendation systems using multiattribute networks

Jieun Son, Seoung Bum Kim · Expert Systems with Applications · 2017 · 175 citations

, , +9

It takes variety to make a world

Cong Yu, Laks V. S. Lakshmanan, Sihem Amer-Yahia · 2009 · 167 citations · Full text

, , +12

Joint Item Recommendation and Attribute Inference

Le Wu, Yonghui Yang, Kun Zhang et al. · 2020 · 102 citations

, , +12

A Trust-Based Privacy-Preserving Friend Recommendation Scheme for Online Social Networks

Linke Guo, Chi Zhang, Yuguang Fang · IEEE Transactions on Dependable and Secure Computing · 2014 · 93 citations

, , +17

1–5 of 49

Authors

174

  1. LW
    Le Wu

    Hefei University of Technology, China

    3 publications · 196 citations

    3

    h-index

  2. LS
    Lars Schmidt-Thieme

    University of Hildesheim, Germany

    3 publications · 71 citations

    3

    h-index

  3. QL
    Qi Liu

    University of Science and Technology of China, China

    2 publications · 94 citations

    2

    h-index

  4. LC
    Li Chen

    Hong Kong Baptist University, Hong Kong SAR China

    2 publications · 141 citations

    2

    h-index

  5. LH
    Liang He

    East China Normal University, China

    2 publications · 141 citations

    2

    h-index

1–5 of 174

Institutions

74

  1. Hefei University of Technology

    Hefei, China

    4 h-index

    11 publications

    680 citations

  2. City University of Hong Kong

    Hong Kong, Hong Kong

    3 h-index

    9 publications

    229 citations

  3. Anhui University

    Hefei, China

    3 h-index

    13 publications

    436 citations

  4. Agricultural University of Athens

    Athens, Greece

    2 h-index

    4 publications

    550 citations

  5. Sun Yat-sen University

    Guangzhou, China

    2 h-index

    9 publications

    213 citations

  6. Shandong University of Science and Technology

    Qingdao, China

    2 h-index

    4 publications

    93 citations

  7. National University of Singapore

    Singapore, Singapore

    2 h-index

    7 publications

    127 citations

  8. Hong Kong Baptist University

    Hong Kong, Hong Kong

    2 h-index

    4 publications

    282 citations

1–8 of 74

Venues

  1. Expert Systems with Applications

    4 publications · 294 citations

    4

    h-index

  2. Neurocomputing

    4 publications · 98 citations

    4

    h-index

  3. Information Sciences

    4 publications · 176 citations

    4

    h-index

  4. Knowledge-Based Systems

    2 publications · 61 citations

    2

    h-index

  5. IEEE Access

    2 publications · 67 citations

    2

    h-index

1–5