Concepedia

Implicit Collaborative Filtering

Implicit Collaborative Filtering is a collaborative filtering approach that infers user preferences through implicitly observed behaviors—such as clicks, views, or purchases—rather than explicit ratings, by modeling patterns of user-item interactions under the assumption that observed engagement reflects underlying preference.

21

Publications

2.3K

Citations

77

Authors

42

Institutions

Publications per year

2017–2026

12

Variants

Implicit Feedback Collaborative Filtering

Parents

Publications

21

Attentive Collaborative Filtering

Jingyuan Chen, Hanwang Zhang, Xiangnan He et al. · 2017 · 876 citations

, , +14

A hybrid online-product recommendation system: Combining implicit rating-based collaborative filtering and sequential pattern analysis

Keunho Choi, Donghee Yoo, Gun-Woo Kim et al. · Electronic Commerce Research and Applications · 2012 · 241 citations

, , +13

Collaborative filtering with ordinal scale-based implicit ratings for mobile music recommendations

Seok Kee Lee, Yoon Ho Cho, Soung Hie Kim · Information Sciences · 2010 · 226 citations

, , +9

Improving the accuracy of collaborative filtering recommendations using clustering and association rules mining on implicit data

Maryam Khanian Najafabadi, Mohd Naz’ri Mahrin, Suriayati Chuprat et al. · Computers in Human Behavior · 2016 · 164 citations

, , +10

Integrated Content and Network-Based Service Clustering and Web APIs Recommendation for Mashup Development

Buqing Cao, MD Mahfuzer Rahman, Bing Li et al. · IEEE Transactions on Services Computing · 2017 · 142 citations

, , +12

1–5 of 21

Authors

77

  1. XX
    Xi Xiong

    Chengdu University of Information Technology, China

    1 publications · 47 citations

    1

    h-index

  2. YH
    Yutian Hu

    Beijing Jiaotong University, China

    1 publications · 47 citations

    1

    h-index

  3. XH
    Xiangnan He

    University of Science and Technology of China, China

    1 publications · 876 citations

    1

    h-index

  4. KC
    Ke Chen

    University of Liverpool, United Kingdom

    1 publications · 33 citations

    1

    h-index

  5. LZ
    Lianfen Zhao

    Institute of Software, China

    1 publications · 16 citations

    1

    h-index

1–5 of 77

Institutions

42

  1. Korea Advanced Institute of Science and Technology

    Daejeon, South Korea

    2 h-index

    3 publications

    467 citations

  2. K.N.Toosi University of Technology

    Tehran, Iran

    1 h-index

    1 publications

    57 citations

  3. Korea University

    Seoul, South Korea

    1 h-index

    2 publications

    482 citations

  4. Hefei University of Technology

    Hefei, China

    1 h-index

    1 publications

    54 citations

  5. University of Ouargla

    Ouargla, Algeria

    1 h-index

    3 publications

    126 citations

  6. Hong Kong Baptist University

    Hong Kong, Hong Kong

    1 h-index

    2 publications

    48 citations

  7. Széchenyi István University

    Győr, Hungary

    1 h-index

    1 publications

    53 citations

  8. Kookmin University

    Seoul, South Korea

    1 h-index

    1 publications

    226 citations

1–8 of 42

Venues

  1. Neurocomputing

    2 publications · 83 citations

    2

    h-index

  2. Information Sciences

    2 publications · 241 citations

    2

    h-index

  3. 1

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 22 citations

    1

    h-index

  5. Data & Knowledge Engineering

    DKE · 1 publications · 57 citations

    1

    h-index

1–5