Concepedia

Adaptive Learning

Adaptive Learning is an instructional approach within computer-assisted education that dynamically individualizes learning experiences by adjusting content, pacing, and pathways in response to real-time analysis of learner performance and needs.

5.8K

Publications

321.4K

Citations

13.1K

Authors

3.1K

Institutions

Publications per year

2017–2026

2.5K

Parents

Children

Publications

5.8K

Adaptive Subgradient Methods for Online Learning and Stochastic Optimization

John C. Duchi, Elad Hazan, Yoram Singer · 2010 · 8.6K citations

, , +15

Systematic review of research on artificial intelligence applications in higher education – where are the educators?

Olaf Zawacki‐Richter, Victoria I. Marín, Melissa Bond et al. · International Journal of Educational Technology in Higher Education · 2019 · 5.3K citations · Full text

, , +12

Active Learning Literature Survey

Burr Settles · Minds at UW (University of Wisconsin) · 2009 · 4.8K citations · Full text

, , +9

30 years of adaptive neural networks: perceptron, Madaline, and backpropagation

Bernard Widrow, Michael A. Lehr · Proceedings of the IEEE · 1990 · 2.2K citations

, , +15

Adaptive Control Processes: A Guided Tour.

E. S. Page, Richard Bellman · Journal of the Royal Statistical Society Series A (General) · 1962 · 2.2K citations

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1–5 of 5.8K

Authors

13.1K

  1. PB
    Peter Brusilovsky

    University of Pittsburgh, United States

    42 publications · 6K citations

    28

    h-index

  2. MV
    Maria Virvou

    University of Piraeus, Greece

    29 publications · 967 citations

    20

    h-index

  3. AI
    Alexandra I. Cristea

    Durham University, United Kingdom

    33 publications · 998 citations

    18

    h-index

  4. KK
    Kinshuk Kinshuk

    Athabasca University, Canada

    32 publications · 1.4K citations

    18

    h-index

  5. SG
    Sabine Graf

    Athabasca University, Canada

    26 publications · 1K citations

    17

    h-index

1–5 of 13.1K

Institutions

3.1K

  1. University of Pittsburgh

    Pittsburgh, United States

    36 h-index

    139 publications

    7.8K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    35 h-index

    131 publications

    13K citations

  3. Stanford University

    Stanford, United States

    29 h-index

    84 publications

    23.3K citations

  4. Nanyang Technological University

    Singapore, Singapore

    24 h-index

    67 publications

    3K citations

  5. Tsinghua University

    Beijing, China

    24 h-index

    102 publications

    8.6K citations

  6. University of Piraeus

    Piraeus, Greece

    23 h-index

    98 publications

    3.8K citations

  7. University of California, Berkeley

    Berkeley, United States

    22 h-index

    66 publications

    13.1K citations

  8. Athabasca University

    Athabasca, Canada

    22 h-index

    94 publications

    3.3K citations

1–8 of 3.1K

Venues

  1. Computers & Education

    70 publications · 7K citations

    48

    h-index

  2. arXiv (Cornell University)

    Repository · 168 publications · 7.7K citations

    42

    h-index

  3. Expert Systems with Applications

    51 publications · 3.6K citations

    33

    h-index

  4. British Journal of Educational Technology

    BJET · 39 publications · 2.7K citations

    30

    h-index

  5. IEEE Transactions on Learning Technologies

    39 publications · 2K citations

    29

    h-index

1–5