Concepedia

Cold-start Trust Modeling

Cold-Start Trust Modeling is a trust modeling framework designed to establish initial trust assessments in recommendation systems when insufficient or no historical interaction data is available, thereby addressing the cold-start problem through auxiliary information, social relations, or transfer learning mechanisms.

7

Publications

2K

Citations

22

Authors

11

Institutions

Publications per year

2017–2026

1

Parents

Publications

7

A matrix factorization technique with trust propagation for recommendation in social networks

Mohsen Jamali, Martin Ester · 2010 · 1.7K citations

, , +15

An effective recommendation method for cold start new users using trust and distrust networks

Chien Chin Chen, Yuhao Wan, Meng-Chieh Chung et al. · Information Sciences · 2012 · 122 citations

, , +13

Collaborative error-reflected models for cold-start recommender systems

Heung-Nam Kim, Abdulmotaleb El-Saddik, Geun‐Sik Jo · Decision Support Systems · 2011 · 105 citations

, , +12

Probabilistic neural network approach to alleviate sparsity and cold start problems in collaborative recommender systems

M. K. Kavitha Devi, R. Thirumalai Samy, S. Vinoth Kumar et al. · 2010 · 32 citations

, , +10

Implicit User Trust Modeling Based on User Attributes and Behavior in Online Social Networks

Jebran Khan, Sungchang Lee · IEEE Access · 2019 · 28 citations · Full text

, , +13

1–5 of 7

Authors

22

  1. GJ
    Geun‐Sik Jo

    Inha University, South Korea

    1 publications · 105 citations

    1

    h-index

  2. SL
    Sungchang Lee

    Korea Aerospace University, South Korea

    1 publications · 28 citations

    1

    h-index

  3. RT
    R. Thirumalai Samy

    Indian Institute of Advanced Research, India

    1 publications · 32 citations

    1

    h-index

  4. SV
    S. Vinoth Kumar

    Indian Institute of Advanced Research, India

    1 publications · 32 citations

    1

    h-index

  5. MN
    Matthias Nickles

    Technical University of Munich, Germany

    1 publications · 20 citations

    1

    h-index

1–5 of 22

Institutions

11

  1. National Taiwan University

    Taipei, Taiwan

    1 h-index

    4 publications

    488 citations

  2. Siemens (Germany)

    Munich, Germany

    1 h-index

    1 publications

    20 citations

  3. University of Bath

    Bath, United Kingdom

    1 h-index

    1 publications

    20 citations

  4. Korea Aerospace University

    Goyang-si, South Korea

    1 h-index

    2 publications

    56 citations

  5. New York University

    New York, United States

    1 h-index

    1 publications

    105 citations

  6. Indian Institute of Advanced Research

    Gandhinagar, India

    1 h-index

    1 publications

    32 citations

  7. Inha University

    Incheon, South Korea

    1 h-index

    1 publications

    105 citations

  8. Simon Fraser University

    Burnaby, Canada

    1 h-index

    2 publications

    3.3K citations

1–8 of 11

Venues

  1. IEEE Access

    1 publications · 28 citations

    1

    h-index

  2. Information Sciences

    1 publications · 122 citations

    1

    h-index

  3. Decision Support Systems

    1 publications · 105 citations

    1

    h-index

1–3