Concepedia

Behavioral Pattern Mining

Behavioral Pattern Mining is a data analysis technique within adaptive learning analytics that identifies recurring, meaningful sequences of learner actions in digital educational environments to infer underlying learning strategies or behaviors.

181

Publications

7.5K

Citations

506

Authors

243

Institutions

Publications per year

2017–2026

79

Parents

Publications

181

Development and behavioral pattern analysis of a mobile guide system with augmented reality for painting appreciation instruction in an art museum

Kuo‐En Chang, Chia-Tzu Chang, Huei‐Tse Hou et al. · Computers & Education · 2013 · 419 citations

, , +12

Mining theory-based patterns from Big data: Identifying self-regulated learning strategies in Massive Open Online Courses

Jorge Maldonado‐Mahauad, Mar Pérez‐Sanagustín, René F. Kizilcec et al. · Computers in Human Behavior · 2017 · 291 citations · Full text

, , +17

Work Travel Mode Choice Modeling with Data Mining: Decision Trees and Neural Networks

Chi Xie, Jinyang Lu, Emily Parkany · Transportation Research Record Journal of the Transportation Research Board · 2003 · 212 citations

, , +17

Identifying user behavior in online social networks

Marcelo de Almeida Maia, Jussara M. Almeida, Virgı́lio Almeida · 2008 · 205 citations

, , +16

Battling the internet water army

Cheng Chen, Kui Wu, Venkatesh Srinivasan et al. · 2013 · 184 citations

, , +11

1–5 of 181

Authors

506

  1. JS
    John S. Kinnebrew

    Vanderbilt University, United States

    6 publications · 343 citations

    6

    h-index

  2. GB
    Gautam Biswas

    Vanderbilt University, United States

    6 publications · 343 citations

    6

    h-index

  3. HH
    Huei‐Tse Hou

    National Taiwan University of Science and Technology, Taiwan

    4 publications · 507 citations

    4

    h-index

  4. MM
    Md. Mamunur Rashid

    Federation University, Australia

    4 publications · 112 citations

    4

    h-index

  5. JK
    Joarder Kamruzzaman

    Federation University, Australia

    4 publications · 112 citations

    4

    h-index

1–5 of 506

Institutions

243

  1. Vanderbilt University

    Nashville, United States

    6 h-index

    15 publications

    859 citations

  2. National Taiwan University of Science and Technology

    Taipei, Taiwan

    5 h-index

    7 publications

    585 citations

  3. Federation University

    Ballarat, Australia

    4 h-index

    7 publications

    202 citations

  4. Central China Normal University

    Wuhan, China

    4 h-index

    14 publications

    212 citations

  5. Monash University

    Melbourne, Australia

    4 h-index

    12 publications

    423 citations

  6. Peking University

    Beijing, China

    4 h-index

    4 publications

    325 citations

  7. Worcester Polytechnic Institute

    Worcester, United States

    3 h-index

    10 publications

    244 citations

  8. Fordham University

    New York, United States

    3 h-index

    10 publications

    141 citations

1–8 of 243

Venues

  1. Expert Systems with Applications

    5 publications · 157 citations

    5

    h-index

  2. Interactive Learning Environments

    ILE · 5 publications · 195 citations

    5

    h-index

  3. Education and Information Technologies

    4 publications · 104 citations

    4

    h-index

  4. Computers in Human Behavior

    4 publications · 599 citations

    4

    h-index

  5. IEEE Access

    4 publications · 75 citations

    4

    h-index

1–5