Concepedia

Recommender Systems For Learning

Recommender Systems for Learning is a computational framework within personalized learning systems that specifically generates individualized educational recommendations by analyzing learners' behaviors, preferences, and knowledge states to optimize learning pathways and resource selection.

784

Publications

32.1K

Citations

2K

Authors

749

Institutions

Publications per year

2017–2026

421

Parents

Publications

784

E-Learning personalization based on hybrid recommendation strategy and learning style identification

Aleksandra Klašnja‐Milićević, Boban Vesin, Mirjana Ivanović et al. · Computers & Education · 2010 · 576 citations

, , +14

Context-Aware Recommender Systems for Learning: A Survey and Future Challenges

Katrien Verbert, Nikos Manouselis, Xavier Ochôa et al. · IEEE Transactions on Learning Technologies · 2012 · 554 citations · Full text

, , +14

Effects of artificial Intelligence–Enabled personalized recommendations on learners’ learning engagement, motivation, and outcomes in a flipped classroom

Anna Y.Q. Huang, Owen H.T. Lu, Stephen J.H. Yang · Computers & Education · 2022 · 530 citations

, , +14

Design of online intelligent English teaching platform based on artificial intelligence techniques

Zhuomin Sun, M. Anbarasan, Deepak Kumar · Computational Intelligence · 2020 · 401 citations

, , +17

Building a recommender agent for e-learning systems

2003 · 388 citations

, , +15

1–5 of 784

Authors

2K

  1. HD
    Hendrik Drachsler

    Open University of the Netherlands, Netherlands

    14 publications · 1.4K citations

    14

    h-index

  2. NM
    Nikos Manouselis

    Agricultural University of Athens, Greece

    10 publications · 1K citations

    10

    h-index

  3. HH
    Hans Hummel

    Open University of the Netherlands, Netherlands

    8 publications · 578 citations

    8

    h-index

  4. ZN
    Zhendong Niu

    Beijing Institute of Technology, China

    8 publications · 1.1K citations

    8

    h-index

  5. AK
    Aleksandra Klašnja‐Milićević

    University of Novi Sad, Serbia

    8 publications · 1.1K citations

    8

    h-index

1–5 of 2K

Institutions

749

  1. Open University of the Netherlands

    Heerlen, The Netherlands

    11 h-index

    32 publications

    2.3K citations

  2. National Cheng Kung University

    Tainan City, Taiwan

    11 h-index

    30 publications

    1.2K citations

  3. Universidad Nacional de Educación a Distancia

    Madrid, Spain

    10 h-index

    19 publications

    834 citations

  4. University of Pittsburgh

    Pittsburgh, United States

    9 h-index

    13 publications

    882 citations

  5. Beijing Institute of Technology

    Beijing, China

    8 h-index

    21 publications

    3.1K citations

  6. University of Saskatchewan

    Saskatoon, Canada

    8 h-index

    13 publications

    633 citations

  7. Central China Normal University

    Wuhan, China

    8 h-index

    33 publications

    2.7K citations

  8. The Open University

    Milton Keynes, United Kingdom

    7 h-index

    14 publications

    936 citations

1–8 of 749

Venues

  1. Procedia Computer Science

    21 publications · 1.2K citations

    18

    h-index

  2. IEEE Transactions on Learning Technologies

    19 publications · 1.3K citations

    16

    h-index

  3. 16

    h-index

  4. Expert Systems with Applications

    15 publications · 814 citations

    15

    h-index

  5. Education and Information Technologies

    14 publications · 731 citations

    14

    h-index

1–5