Concepedia

Incremental User Profiling

Incremental User Profiling is a dynamic user modeling technique in content-based recommendation systems that continuously refines a user's preference profile by integrating new interaction data in real time, distinguishing itself from batch or static profiling methods through its ability to adapt incrementally without reprocessing historical data.

11

Publications

709

Citations

30

Authors

16

Institutions

Publications per year

2017–2026

2

Parents

Publications

11

Learning and Revising User Profiles: The Identification of Interesting Web Sites

Michael J. Pazzani, Daniel Billsus · Machine Learning · 1997 · 1.2K citations · Full text

, , +14

Adaptive bootstrapping of recommender systems using decision trees

Nadav Golbandi, Yehuda Koren, Ronny Lempel · 2011 · 169 citations

, , +11

TV3P: an adaptive assistant for personalized TV

Zhiwen Yu, Xingshe Zhou · IEEE Transactions on Consumer Electronics · 2004 · 91 citations

, , +16

On bootstrapping recommender systems

Nadav Golbandi, Yehuda Koren, Ronny Lempel · 2010 · 86 citations

, , +13

Self-adaptive user profiles for large-scale data delivery

Uğur Çetintemel, Michael J. Franklin, C. Lee Giles · 2002 · 83 citations

, , +16

1–5 of 11

Authors

30

  1. YK
    Yehuda Koren

    AT&T (United States), United States

    2 publications · 255 citations

    2

    h-index

  2. RL
    Ronny Lempel

    Technion – Israel Institute of Technology, Israel

    2 publications · 255 citations

    2

    h-index

  3. NG
    Nadav Golbandi

    Google (United States), United States

    2 publications · 255 citations

    2

    h-index

  4. CL
    C. Lee Giles

    Pennsylvania State University, United States

    1 publications · 83 citations

    1

    h-index

  5. YF
    Yanjie Fu

    University of Central Florida, United States

    1 publications · 72 citations

    1

    h-index

1–5 of 30

Institutions

16

  1. Université Toulouse III - Paul Sabatier

    Toulouse, France

    1 h-index

    3 publications

    39 citations

  2. University of Maryland, College Park

    College Park, United States

    1 h-index

    2 publications

    166 citations

  3. Universidade da Coruña

    A Coruña, Spain

    1 h-index

    4 publications

    184 citations

  4. Universidad de Salamanca

    Salamanca, Spain

    1 h-index

    5 publications

    60 citations

  5. Northeast Normal University

    Changchun, China

    1 h-index

    1 publications

    72 citations

  6. Microsoft (United States)

    Redmond, United States

    1 h-index

    2 publications

    112 citations

  7. Institut de Recherche en Informatique de Toulouse

    Toulouse, France

    1 h-index

    3 publications

    39 citations

  8. University of California, Berkeley

    Berkeley, United States

    1 h-index

    1 publications

    83 citations

1–8 of 16

Venues

  1. Information Processing & Management

    1 publications · 46 citations

    1

    h-index

  2. 1

    h-index

  3. IEEE Transactions on Consumer Electronics

    1 publications · 91 citations

    1

    h-index

  4. American Journal of Applied Sciences

    AJAS · 1 publications · 25 citations

    1

    h-index

  5. Machine Learning

    1 publications · 1.2K citations

1–5