Concepedia

Profile Expansion

Profile Expansion is a recommendation system technique that augments a user's initial profile with additional inferred or external attributes to alleviate sparse interaction data, distinguishing itself by enabling more accurate personalization in cold-start scenarios where traditional collaborative filtering methods fail due to lack of historical behavior.

22

Publications

794

Citations

70

Authors

38

Institutions

Publications per year

2017–2026

6

Parents

Publications

22

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

’Knowing me, knowing you’ — Using profiles and social networking to improve recommender systems

Philip Bonhard, M. Angela Sasse · BT Technology Journal · 2006 · 172 citations

, , +15

A hybrid recommendation system based on profile expansion technique to alleviate cold start problem

Faryad Tahmasebi, Majid Meghdadı, Sajad Ahmadian et al. · Multimedia Tools and Applications · 2020 · 99 citations

, , +14

A query expansion and user profile enrichment approach to improve the performance of recommender systems operating on a folksonomy

Pasquale De Meo, Giovanni Quattrone, Domenico Ursino · User Modeling and User-Adapted Interaction · 2010 · 69 citations

, , +16

Approximating the Expansion Profile and Almost Optimal Local Graph Clustering

Shayan Oveis Gharan, Luca Trevisan · 2012 · 53 citations

, , +10

1–5 of 22

Authors

70

  1. FS
    Florence Sèdes

    Université Toulouse III - Paul Sabatier, France

    2 publications · 26 citations

    2

    h-index

  2. AP
    André Péninou

    Université Toulouse III - Paul Sabatier, France

    2 publications · 26 citations

    2

    h-index

  3. MA
    M. Angela Sasse

    University College London, United Kingdom

    1 publications · 172 citations

    1

    h-index

  4. PB
    Philip Bonhard

    University College London, United Kingdom

    1 publications · 172 citations

    1

    h-index

  5. MM
    Majid Meghdadı

    University of Zanjan, Iran

    1 publications · 99 citations

    1

    h-index

1–5 of 70

Institutions

38

  1. Université Toulouse III - Paul Sabatier

    Toulouse, France

    2 h-index

    6 publications

    78 citations

  2. Université Toulouse - Jean Jaurès

    Toulouse, France

    2 h-index

    5 publications

    65 citations

  3. Universidad Nacional de Colombia

    Bogotá, Colombia

    1 h-index

    1 publications

    16 citations

  4. University of Reggio Calabria

    Reggio Calabria, Italy

    1 h-index

    3 publications

    207 citations

  5. University of Zanjan

    Zanjān, Iran

    1 h-index

    2 publications

    198 citations

  6. Universidade da Coruña

    A Coruña, Spain

    1 h-index

    4 publications

    184 citations

  7. Waseda University

    Tokyo, Japan

    1 h-index

    3 publications

    138 citations

  8. Stanford University

    Stanford, United States

    1 h-index

    2 publications

    106 citations

1–8 of 38

Venues

  1. Multimedia Tools and Applications

    2 publications · 145 citations

    2

    h-index

  2. BT Technology Journal

    1 publications · 172 citations

    1

    h-index

  3. User Modeling and User-Adapted Interaction

    1 publications · 69 citations

    1

    h-index

  4. Radio Science

    1 publications · 52 citations

    1

    h-index

  5. Information Processing & Management

    1 publications · 46 citations

    1

    h-index

1–5