Concepedia

Ontology-based Recommendation

Ontology-Based Recommendation is a knowledge-based recommendation approach that utilizes formal, structured representations of domain knowledge—ontologies—to enable semantic reasoning, enhance item and user modeling, and improve recommendation accuracy through explicit conceptual relationships.

330

Publications

13.1K

Citations

938

Authors

376

Institutions

Publications per year

2017–2026

112

Parents

Publications

330

Ontological user profiling in recommender systems

Stuart E. Middleton, N. R. Shadbolt, David De Roure · ACM Transactions on Information Systems · 2004 · 707 citations

, , +15

A recommender system based on collaborative filtering using ontology and dimensionality reduction techniques

Mehrbakhsh Nilashi, Othman Ibrahim, Karamollah Bagherifard · Expert Systems with Applications · 2017 · 362 citations · Full text

, , +13

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

Review of ontology-based recommender systems in e-learning

Gina George, Anisha M. Lal · Computers & Education · 2019 · 200 citations

, , +11

RETRACTED ARTICLE: An ontology-driven personalized food recommendation in IoT-based healthcare system

V. Subramaniyaswamy, Gunasekaran Manogaran, Naveen Chilamkurti et al. · The Journal of Supercomputing · 2018 · 194 citations

, , +16

1–5 of 330

Authors

938

  1. JJ
    José J. Pazos‐Arias

    Universidade de Vigo, Spain

    7 publications · 265 citations

    7

    h-index

  2. SE
    Stuart E. Middleton

    University of Southampton, United Kingdom

    6 publications · 1.1K citations

    6

    h-index

  3. DD
    David De Roure

    University of Southampton, United Kingdom

    6 publications · 1.1K citations

    6

    h-index

  4. ZK
    Z. K. A. Baizal

    Telkom University, Indonesia

    6 publications · 148 citations

    6

    h-index

  5. IC
    Iván Cantador

    Universidad Autónoma de Madrid, Spain

    6 publications · 343 citations

    6

    h-index

1–5 of 938

Institutions

376

  1. Universidade de Vigo

    Vigo, Spain

    8 h-index

    41 publications

    1.3K citations

  2. University of Southampton

    Southampton, United Kingdom

    7 h-index

    17 publications

    3.3K citations

  3. Universidad Autónoma de Madrid

    Madrid, Spain

    5 h-index

    10 publications

    780 citations

  4. University of Technology Sydney

    Sydney, Australia

    5 h-index

    14 publications

    1.4K citations

  5. National University of Tainan

    Tainan City, Taiwan

    5 h-index

    12 publications

    517 citations

  6. National Cheng Kung University

    Tainan City, Taiwan

    5 h-index

    18 publications

    586 citations

  7. Vellore Institute of Technology University

    Vellore, India

    5 h-index

    8 publications

    917 citations

  8. Chaoyang University of Technology

    Taichung, Taiwan

    4 h-index

    9 publications

    443 citations

1–8 of 376

Venues

  1. Expert Systems with Applications

    18 publications · 1.4K citations

    18

    h-index

  2. Procedia Computer Science

    7 publications · 336 citations

    7

    h-index

  3. Journal of Intelligent & Fuzzy Systems

    4 publications · 105 citations

    4

    h-index

  4. IEEE Access

    3 publications · 208 citations

    3

    h-index

  5. Open Research Online (The Open University)

    Repository · 3 publications · 170 citations

    3

    h-index

1–5