Concepedia

Content-based Cold-start Recommendation

Content-Based Cold-Start Recommendation is a recommendation approach that addresses the cold-start problem by leveraging item or user attribute information to generate personalized suggestions without relying on historical interaction data.

31

Publications

1.1K

Citations

111

Authors

55

Institutions

Publications per year

2017–2026

22

Parents

Publications

31

A unified approach to building hybrid recommender systems

Asela Gunawardana, Christopher Meek · 2009 · 154 citations

, , +14

Aligning Distillation For Cold-start Item Recommendation

Feiran Huang, Zefan Wang, Xiao Huang et al. · 2023 · 92 citations

, , +13

Content Driven User Profiling for Comment-Worthy Recommendations of News and Blog Articles

Trapit Bansal, Mrinal Kanti Das, Chiranjib Bhattacharyya · 2015 · 90 citations

, , +16

Movie genome: alleviating new item cold start in movie recommendation

Yashar Deldjoo, Maurizio Ferrari Dacrema, Mihai Gabriel Constantin et al. · User Modeling and User-Adapted Interaction · 2019 · 85 citations · Full text

, , +14

Content-based Neighbor Models for Cold Start in Recommender Systems

Maksims Volkovs, Guang Yu, Tomi Poutanen · 2017 · 78 citations

, , +16

1–5 of 31

Authors

111

  1. AB
    Alper Bilge

    Anadolu University, Türkiye

    2 publications · 21 citations

    2

    h-index

  2. CK
    Cihan Kaleli

    Eskişehir City Hospital, Türkiye

    2 publications · 21 citations

    2

    h-index

  3. AY
    Ali Yürekli

    Eskisehir Technical University, Türkiye

    2 publications · 21 citations

    2

    h-index

  4. MP
    Michael Pulis

    University of Malta, Malta

    1 publications · 34 citations

    1

    h-index

  5. FG
    Felipe G. Contratres

    Universidade de São Paulo, Brazil

    1 publications · 18 citations

    1

    h-index

1–5 of 111

Institutions

55

  1. Laboratoire Lorrain de Recherche en Informatique et ses Applications

    Nancy, France

    2 h-index

    4 publications

    79 citations

  2. Akdeniz University

    Antalya, Türkiye

    2 h-index

    2 publications

    21 citations

  3. Eskisehir Technical University

    Eskişehir, Türkiye

    2 h-index

    4 publications

    42 citations

  4. Université de Lorraine

    Nancy, France

    2 h-index

    4 publications

    79 citations

  5. Universitat Pompeu Fabra

    Barcelona, Spain

    2 h-index

    2 publications

    99 citations

  6. Politecnico di Milano

    Milan, Italy

    2 h-index

    13 publications

    511 citations

  7. Tsinghua University

    Beijing, China

    2 h-index

    9 publications

    119 citations

  8. Islamic Azad University of Chalous

    Chālūs, Iran

    1 h-index

    1 publications

    43 citations

1–8 of 55

Venues

  1. Mathematical Problems in Engineering

    MPE · 1 publications · 43 citations

    1

    h-index

  2. World Wide Web

    1 publications · 15 citations

    1

    h-index

  3. Neurocomputing

    1 publications · 18 citations

    1

    h-index

  4. ACM Transactions on Interactive Intelligent Systems

    TIIS · 1 publications · 26 citations

    1

    h-index

  5. Big Data and Cognitive Computing

    1 publications · 25 citations

    1

    h-index

1–5