Concepedia

Reasoning-based Recommendation

Reasoning-Based Recommendation is a knowledge-based recommendation approach that leverages logical, symbolic, or interpretable inference mechanisms to derive recommendations by explicitly modeling domain knowledge and user preferences through structured reasoning processes.

91

Publications

3.7K

Citations

330

Authors

127

Institutions

Publications per year

2017–2026

42

Parents

Publications

91

Knowledge-based recommender systems

Robin Burke · 2000 · 756 citations

, , +14

A hybrid knowledge-based recommender system for e-learning based on ontology and sequential pattern mining

John K. Tarus, Zhendong Niu, Abdallah Yousif · Future Generation Computer Systems · 2017 · 280 citations

, , +14

Fuzzy logic methods in recommender systems

Ronald R. Yager · Fuzzy Sets and Systems · 2003 · 216 citations

, , +14

How Can Recommender Systems Benefit from Large Language Models: A Survey

Jianghao Lin, Xinyi Dai, Yunjia Xi et al. · ACM Transactions on Information Systems · 2024 · 163 citations

, , +14

A flexible semantic inference methodology to reason about user preferences in knowledge-based recommender systems

Yolanda Blanco‐Fernández, José J. Pazos‐Arias, Alberto Gil‐Solla et al. · Knowledge-Based Systems · 2007 · 114 citations

, , +14

1–5 of 91

Authors

330

  1. MR
    Manuel Ramos‐Cabrer

    Universidade de Vigo, Spain

    6 publications · 311 citations

    6

    h-index

  2. AG
    Alberto Gil‐Solla

    Universidade de Vigo, Spain

    6 publications · 311 citations

    6

    h-index

  3. YB
    Yolanda Blanco‐Fernández

    Universidade de Vigo, Spain

    6 publications · 311 citations

    6

    h-index

  4. ML
    Martín López‐Nores

    Universidade de Vigo, Spain

    6 publications · 311 citations

    6

    h-index

  5. JJ
    José J. Pazos‐Arias

    Universidade de Vigo, Spain

    5 publications · 300 citations

    5

    h-index

1–5 of 330

Institutions

127

  1. Universidade de Vigo

    Vigo, Spain

    4 h-index

    20 publications

    715 citations

  2. Tsinghua University

    Beijing, China

    4 h-index

    6 publications

    436 citations

  3. Shanghai Jiao Tong University

    Shanghai, China

    4 h-index

    13 publications

    1.3K citations

  4. Rutgers, The State University of New Jersey

    New Brunswick, United States

    4 h-index

    21 publications

    699 citations

  5. University of Delhi

    New Delhi, India

    3 h-index

    5 publications

    69 citations

  6. Osaka Institute of Technology

    Osaka, Japan

    2 h-index

    2 publications

    47 citations

  7. Delft University of Technology

    Delft, The Netherlands

    2 h-index

    5 publications

    85 citations

  8. University of Technology Sydney

    Sydney, Australia

    2 h-index

    5 publications

    350 citations

1–8 of 127

Venues

  1. Expert Systems with Applications

    7 publications · 302 citations

    7

    h-index

  2. Knowledge-Based Systems

    4 publications · 260 citations

    4

    h-index

  3. arXiv (Cornell University)

    Repository · 4 publications · 55 citations

    4

    h-index

  4. IEEE Transactions on Consumer Electronics

    3 publications · 126 citations

    3

    h-index

  5. Neurocomputing

    2 publications · 60 citations

    2

    h-index

1–5