Learner Behavior Analysis

Learner Behavior Analysis is a subfield of Educational Data Mining that identifies and interprets patterns in learners' interactions with digital learning environments to infer cognitive, metacognitive, and affective states underlying academic performance.

4.8K

Publications

240.6K

Citations

10.8K

Authors

2.7K

Institutions

Publications per year

2017–2026

2.4K

Parents

Educational Data Mining

Children

Assessment BehaviorCollaborative Learning BehaviorForum Behavior AnalysisHint Usage AnalysisInteraction Pattern AnalysisLearner SegmentationOnline Learning BehaviorProblem-solving BehaviorStudy Strategy AnalysisTemporal Behavior Modeling

Publications

4.8K

Interaction Analysis: Foundations and Practice

Brigitte Jordan, Austin Henderson · Journal of the Learning Sciences · 1995 · 2.6K citations

Education, Educational Psychology, Pedagogy +7

Aptitudes and Instructional Methods: A Handbook for Research on Interactions

Douglas B. McLeod, Lee J. Cronbach, Richard E. Snow · Journal for Research in Mathematics Education · 1978 · 1.5K citations

Education, Educational Psychology, Instruction +12

Educational data mining: A survey from 1995 to 2005

Cristóbal Romero, Sebastián Ventura · Expert Systems with Applications · 2006 · 1.5K citations

Education, Educational Technology, Artificial Intelligence In Education +8

Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems

2021 · 1.2K citations

Computing, Computer Science, Educational Technology +11

Applications, Reliability and Validity of the Index of Learning Styles*

Richard M. Felder, Joni E. Spurlin · 2005 · 1.2K citations

Education, Educational Assessment, Educational Psychology +7

1–5 of 4.8K

Authors

10.8K

RS
Ryan S. Baker
Columbia University, United States
60 publications · 6.6K citations
38
h-index
DG
Dragan Gašević
Monash University, Australia
54 publications · 5.1K citations
37
h-index
SD
Shane Dawson
University of South Australia, Australia
21 publications · 3.5K citations
19
h-index
MN
Michail N. Giannakos
Norwegian University of Science and Technology, Norway
21 publications · 1.7K citations
19
h-index
AP
Abelardo Pardo
University of South Australia, Australia
20 publications · 1.9K citations
18
h-index

1–5 of 10.8K

Institutions

2.7K

1–8 of 2.7K

Venues

Computers & Education
86 publications · 11.4K citations
56
h-index
Computers in Human Behavior
59 publications · 5.8K citations
44
h-index
British Journal of Educational Technology
BJET · 47 publications · 3.2K citations
34
h-index
Interactive Learning Environments
ILE · 68 publications · 3.1K citations
33
h-index
IEEE Access
56 publications · 2.7K citations
32
h-index

1–5