Concepedia

Content-based Learning Resource Recommendation

Content-Based Learning Resource Recommendation is a recommender system approach that generates personalized learning resource suggestions by analyzing the intrinsic features of educational content and matching them to a learner's profile based on prior interactions or stated preferences.

49

Publications

1.8K

Citations

145

Authors

64

Institutions

Publications per year

2017–2026

27

Parents

Publications

49

A content-based recommendation algorithm for learning resources

Jiangbo Shu, Xiaoxuan Shen, Hai Liu et al. · Multimedia Systems · 2017 · 267 citations

, , +12

Recommendation Systems for Education: Systematic Review

María Cora Urdaneta-Ponte, Amaia Méndez Zorrilla, Ibon Ruiz · Electronics · 2021 · 172 citations · Full text

, , +12

Learning materials recommendation using good learners’ ratings and content-based filtering

Khairil Imran Ghauth, Nor Aniza Abdullah · Educational Technology Research and Development · 2010 · 144 citations

, , +16

Generative Artificial Intelligence in Higher Education: Exploring Ways of Harnessing Pedagogical Practices with the Assistance of ChatGPT

International Journal of Changes in Education · 2024 · 117 citations · Full text

, , +17

MOOC-Rec: A Case Based Recommender System for MOOCs

Fatiha Bousbahi, Henda Chorfi · Procedia - Social and Behavioral Sciences · 2015 · 75 citations · Full text

, , +17

1–5 of 49

Authors

145

  1. KI
    Khairil Imran Ghauth

    Multimedia University, Malaysia

    3 publications · 243 citations

    3

    h-index

  2. NA
    Nor Aniza Abdullah

    University of Malaya, Malaysia

    3 publications · 243 citations

    3

    h-index

  3. ON
    Olfa Nasraoui

    University of Louisville, United States

    2 publications · 76 citations

    2

    h-index

  4. MM
    Miller M. Mendes

    Universidade Federal de Uberlândia, Brazil

    1 publications · 10 citations

    1

    h-index

  5. JG
    Javier García-Alonso

    Universidade de Vigo, Spain

    1 publications · 20 citations

    1

    h-index

1–5 of 145

Institutions

64

  1. Universitat Politècnica de València

    Valencia, Spain

    2 h-index

    7 publications

    102 citations

  2. University of Malaya

    Kuala Lumpur, Malaysia

    2 h-index

    2 publications

    205 citations

  3. Central China Normal University

    Wuhan, China

    2 h-index

    7 publications

    1.4K citations

  4. Multimedia University

    Malacca, Malaysia

    2 h-index

    2 publications

    205 citations

  5. Shandong Normal University

    Jinan, China

    2 h-index

    5 publications

    93 citations

  6. P.V. Narsimha Rao Telangana Veterinary University

    Hyderabad, India

    1 h-index

    1 publications

    20 citations

  7. Korea University

    Seoul, South Korea

    1 h-index

    4 publications

    104 citations

  8. University of Louisville Hospital

    Louisville, United States

    1 h-index

    2 publications

    100 citations

1–8 of 64

Venues

  1. Electronics

    2 publications · 184 citations

    2

    h-index

  2. Applied Sciences

    2 publications · 42 citations

    2

    h-index

  3. IEEE Transactions on Learning Technologies

    2 publications · 25 citations

    2

    h-index

  4. Scientific Programming

    2 publications · 32 citations

    2

    h-index

  5. AI Communications

    AICOM · 1 publications · 18 citations

    1

    h-index

1–5