Concepedia

Interaction Trace Analysis

Interaction Trace Analysis is a computational method in Collaborative Learning Analytics that systematically captures, represents, and interprets behavioral data generated during collaborative learning processes to infer patterns of interaction, engagement, and knowledge co-construction among learners.

78

Publications

4.1K

Citations

251

Authors

118

Institutions

Publications per year

2017–2026

16

Parents

Publications

78

Learning Analytics Dashboard Applications

Katrien Verbert, Erik Duval, Joris Klerkx et al. · American Behavioral Scientist · 2013 · 612 citations · Full text

, , +16

Open University Learning Analytics dataset

Jakub Kužílek, Martin Hlosta, Zdeněk Zdráhal · Scientific Data · 2017 · 465 citations · Full text

, , +17

Can we predict success from log data in VLEs? Classification of interactions for learning analytics and their relation with performance in VLE-supported F2F and online learning

Ángel F. Agudo-Peregrina, Santiago Iglesías-Pradas, Miguel Á. Conde et al. · Computers in Human Behavior · 2013 · 426 citations

, , +16

Analyzing collaborative learning processes automatically: Exploiting the advances of computational linguistics in computer-supported collaborative learning

Carolyn Penstein Rosé, Yi‐Chia Wang, Yue Cui et al. · International Journal of Computer-Supported Collaborative Learning · 2008 · 349 citations

, , +15

Learning at distance: Effects of interaction traces on academic achievement

Srécko Joksimovíc, Dragan Gašević, Thomas M. Loughin et al. · Computers & Education · 2015 · 163 citations · Full text

, , +12

1–5 of 78

Authors

251

  1. JK
    Judy Kay

    The University of Sydney, Australia

    4 publications · 218 citations

    4

    h-index

  2. KY
    Kalina Yacef

    The University of Sydney, Australia

    4 publications · 218 citations

    4

    h-index

  3. DG
    Dragan Gašević

    Monash University, Australia

    3 publications · 203 citations

    3

    h-index

  4. RM
    Roberto Martínez‐Maldonado

    Monash University, Australia

    3 publications · 138 citations

    3

    h-index

  5. AM
    Alain Mille

    Université Claude Bernard Lyon 1, France

    3 publications · 81 citations

    3

    h-index

1–5 of 251

Institutions

118

  1. Université Claude Bernard Lyon 1

    Villeurbanne, France

    5 h-index

    12 publications

    223 citations

  2. The University of Sydney

    Sydney, Australia

    5 h-index

    16 publications

    878 citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    10 publications

    1.5K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    9 publications

    276 citations

  5. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    3 h-index

    9 publications

    892 citations

  6. Laboratoire d'Informatique en Images et Systèmes d'Information

    Villeurbanne, France

    3 h-index

    7 publications

    156 citations

  7. Universidad Politécnica de Madrid

    Madrid, Spain

    3 h-index

    10 publications

    1.6K citations

  8. University of Technology Sydney

    Sydney, Australia

    3 h-index

    6 publications

    152 citations

1–8 of 118

Venues

  1. Computers in Human Behavior

    4 publications · 546 citations

    4

    h-index

  2. 3

    h-index

  3. HAL (Le Centre pour la Communication Scientifique Directe)

    Repository · 3 publications · 46 citations

    3

    h-index

  4. 2

    h-index

  5. Computers & Education

    2 publications · 173 citations

    2

    h-index

1–5