Concepedia

Adaptive Learner Models

Adaptive Learner Models is a computational framework within learner profiling that dynamically captures and updates individual learners' knowledge states, cognitive traits, and learning behaviors over time by integrating real-time interaction data, thereby distinguishing itself from static learner models through its capacity for ongoing personalization and responsiveness to evolving learner needs.

162

Publications

8K

Citations

478

Authors

189

Institutions

Publications per year

2017–2026

72

Parents

Publications

162

Performance Factors Analysis --A New Alternative to Knowledge Tracing

Philip I. Pavlik, Hao Cen, Kenneth R. Koedinger · 2009 · 449 citations

, , +10

Fostering the Development of Master Adaptive Learners: A Conceptual Model to Guide Skill Acquisition in Medical Education

William B. Cutrer, Bonnie M. Miller, Martin Pusic et al. · Academic Medicine · 2016 · 403 citations

, , +16

PROST: Parallel robust online simple tracking

Jakob Santner, Christian Leistner, Amir Saffari et al. · 2010 · 383 citations

, , +13

A Survey of Artificial Intelligence Techniques Employed for Adaptive Educational Systems within E-Learning Platforms

Khalid Colchester, Hani Hagras, Daniyal Alghazzawi et al. · Journal of Artificial Intelligence and Soft Computing Research · 2016 · 320 citations · Full text

, , +16

Evolution Is not enough: Revolutionizing Current Learning Environments to Smart Learning Environments

Kinshuk Kinshuk, Nian‐Shing Chen, I-Ling Cheng et al. · International Journal of Artificial Intelligence in Education · 2016 · 305 citations · Full text

, , +12

1–5 of 162

Authors

478

  1. SB
    Susan Bull

    University of Birmingham, United Kingdom

    8 publications · 342 citations

    8

    h-index

  2. KK
    Kinshuk Kinshuk

    Athabasca University, Canada

    5 publications · 436 citations

    5

    h-index

  3. WB
    William B. Cutrer

    Vanderbilt University, United States

    4 publications · 490 citations

    4

    h-index

  4. HJ
    Hossein Jahankhani

    University of East London, United Kingdom

    3 publications · 98 citations

    3

    h-index

  5. MY
    Maryam Yarandi

    University of East London, United Kingdom

    3 publications · 98 citations

    3

    h-index

1–5 of 478

Institutions

189

  1. University of Birmingham

    Birmingham, United Kingdom

    8 h-index

    14 publications

    531 citations

  2. Vanderbilt University

    Nashville, United States

    6 h-index

    10 publications

    1.1K citations

  3. University of Michigan

    Ann Arbor, United States

    5 h-index

    7 publications

    946 citations

  4. Athabasca University

    Athabasca, Canada

    4 h-index

    7 publications

    788 citations

  5. New York University

    New York, United States

    4 h-index

    4 publications

    532 citations

  6. Abdelmalek Essaâdi University

    Tétouan, Morocco

    4 h-index

    8 publications

    238 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    8 publications

    1.5K citations

  8. American Medical Association

    Chicago, United States

    3 h-index

    9 publications

    2.9K citations

1–8 of 189

Venues

  1. IEEE Transactions on Learning Technologies

    5 publications · 441 citations

    5

    h-index

  2. arXiv (Cornell University)

    Repository · 5 publications · 101 citations

    5

    h-index

  3. 5

    h-index

  4. 4

    h-index

  5. Medical Teacher

    4 publications · 151 citations

    4

    h-index

1–5