Concepedia

Collaborative Personalization

Collaborative Personalization is a personalization framework that leverages collective user interactions and preferences to generate individualized experiences by identifying patterns through collaborative filtering mechanisms.

124

Publications

8.2K

Citations

375

Authors

170

Institutions

Publications per year

2017–2026

33

Parents

Publications

124

Content-boosted collaborative filtering for improved recommendations

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

, , +14

On social networks and collaborative recommendation

Ioannis Konstas, Vassilios Stathopoulos, Joemon M. Jose · 2009 · 610 citations

, , +11

Effective personalization based on association rule discovery from web usage data

Bamshad Mobasher, Honghua Dai, Tao Luo et al. · 2001 · 432 citations

, , +17

Beyond algorithms : An HCI perspective on recommender systems

Kirsten Swearingen · International ACM SIGIR Conference on Research and Development in Information Retrieval · 2001 · 265 citations

, , +13

iDoctor: Personalized and professionalized medical recommendations based on hybrid matrix factorization

Yin Zhang⋆, Min Chen, Dijiang Huang et al. · Future Generation Computer Systems · 2016 · 245 citations

, , +13

1–5 of 124

Authors

375

  1. BM
    Bamshad Mobasher

    DePaul University, United States

    3 publications · 596 citations

    3

    h-index

  2. US
    Umberto Straccia

    Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo", Italy

    3 publications · 194 citations

    3

    h-index

  3. GG
    Guanggang Geng

    Jinan University, China

    2 publications · 67 citations

    2

    h-index

  4. AF
    Ana Fernández Vilas

    Universidade de Vigo, Spain

    2 publications · 126 citations

    2

    h-index

  5. UA
    Uwe Aickelin

    University of Nottingham, United Kingdom

    2 publications · 75 citations

    2

    h-index

1–5 of 375

Institutions

170

  1. Microsoft (United States)

    Redmond, United States

    4 h-index

    8 publications

    368 citations

  2. Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo"

    Pisa, Italy

    3 h-index

    7 publications

    431 citations

  3. DePaul University

    Chicago, United States

    3 h-index

    13 publications

    2.4K citations

  4. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    9 publications

    276 citations

  5. Tsinghua University

    Beijing, China

    2 h-index

    4 publications

    338 citations

  6. The University of Texas at Dallas

    Richardson, United States

    2 h-index

    4 publications

    136 citations

  7. University of Washington

    Seattle, United States

    2 h-index

    2 publications

    58 citations

  8. Wuhan University of Technology

    Wuhan, China

    2 h-index

    4 publications

    218 citations

1–8 of 170

Venues

  1. Expert Systems with Applications

    5 publications · 414 citations

    5

    h-index

  2. Multimedia Tools and Applications

    4 publications · 150 citations

    4

    h-index

  3. arXiv (Cornell University)

    Repository · 2 publications · 49 citations

    2

    h-index

  4. Computers in Human Behavior

    2 publications · 118 citations

    2

    h-index

  5. IEEE Transactions on Services Computing

    2 publications · 205 citations

    2

    h-index

1–5