Concepedia

Learning Analytics For Training

Learning Analytics for Training is a systematic framework that applies data collection, analysis, and visualization techniques to monitor, assess, and optimize skill acquisition and performance outcomes in vocational training environments.

75

Publications

3.6K

Citations

251

Authors

120

Institutions

Publications per year

2017–2026

44

Parents

Publications

75

An overview of learning analytics

Doug Clow · Teaching in Higher Education · 2013 · 416 citations

, , +11

Using Learning Analytics to Understand the Learning Pathways of Novice Programmers

Matthew Berland, Taylor Martin, Tom Benton et al. · Journal of the Learning Sciences · 2013 · 216 citations

, , +11

Applying learning analytics for improving students engagement and learning outcomes in an MOOCs enabled collaborative programming course

Owen H.T. Lu, Jeff Huang, Anna Y.Q. Huang et al. · Interactive Learning Environments · 2017 · 168 citations

, , +17

SMILI☺: a Framework for Interfaces to Learning Data in Open Learner Models, Learning Analytics and Related Fields

Susan Bull, Judy Kay · International Journal of Artificial Intelligence in Education · 2016 · 157 citations · Full text

, , +17

ALAS-KA: A learning analytics extension for better understanding the learning process in the Khan Academy platform

José A. Ruipérez‐Valiente, Pedro J. Muñoz‐Merino, Derick Leony et al. · Computers in Human Behavior · 2014 · 144 citations · Full text

, , +16

1–5 of 75

Authors

251

  1. DC
    Doug Clow

    The Open University, United Kingdom

    4 publications · 723 citations

    4

    h-index

  2. SD
    Shane Dawson

    University of South Australia, Australia

    4 publications · 229 citations

    4

    h-index

  3. RF
    Rebecca Ferguson

    The Open University, United Kingdom

    3 publications · 307 citations

    3

    h-index

  4. MP
    Martin Pusic

    New York University, United States

    3 publications · 152 citations

    3

    h-index

  5. LP
    Leah P. Macfadyen

    University of British Columbia, Canada

    2 publications · 164 citations

    2

    h-index

1–5 of 251

Institutions

120

  1. University of Technology Sydney

    Sydney, Australia

    4 h-index

    9 publications

    318 citations

  2. University of South Australia

    Adelaide, Australia

    3 h-index

    5 publications

    248 citations

  3. The Open University

    Milton Keynes, United Kingdom

    3 h-index

    6 publications

    846 citations

  4. University of Michigan

    Ann Arbor, United States

    3 h-index

    8 publications

    290 citations

  5. The University of Sydney

    Sydney, Australia

    2 h-index

    2 publications

    185 citations

  6. University Medical Center Utrecht

    Utrecht, The Netherlands

    2 h-index

    3 publications

    134 citations

  7. University of British Columbia

    Vancouver, Canada

    2 h-index

    2 publications

    164 citations

  8. Kyoto University

    Kyoto, Japan

    2 h-index

    6 publications

    152 citations

1–8 of 120

Venues

  1. Open Research Online (The Open University)

    Repository · 2 publications · 161 citations

    2

    h-index

  2. Educational Technology Research and Development

    ETRD · 2 publications · 167 citations

    2

    h-index

  3. Journal of Applied Research in Higher Education

    JARHE · 2 publications · 28 citations

    2

    h-index

  4. Procedia Computer Science

    2 publications · 99 citations

    2

    h-index

  5. Computers in Human Behavior

    2 publications · 166 citations

    2

    h-index

1–5