Learning Behavior Modeling

Learning Behavior Modeling is a computational framework within student modeling that characterizes and predicts patterns of learners' actions, interactions, and engagement in educational environments to infer cognitive and metacognitive processes underlying learning.

148

Publications

5.9K

Citations

424

Authors

210

Institutions

Publications per year

2017–2026

Parents

Student Modeling

Publications

148

Modeling and Predicting Learning Behavior in MOOCs

Jiezhong Qiu, Jie Tang, Tracy Xiao Liu et al. · 2016 · 176 citations

Education, Educational Technology, Higher Education +17

Students’ behavior mining in e-learning environment using cognitive processes with information technologies

Ahmad Jalal, Maria Mahmood · Education and Information Technologies · 2019 · 166 citations

Education, Educational Technology, Information Technology +17

Testing the Interaction Effects of Task Complexity in Computer Training Using the Social Cognitive Model

Melesa Altizer Bolt, Larry N. Killough, Hian Chye Koh · Decision Sciences · 2001 · 157 citations

Education, Educational Psychology, Psychology +14

The Q-matrix Method: Mining Student Response Data for Knowledge

Tiffany Barnes · 2005 · 153 citations

Education, Instruction, Computer-assisted Instruction +15

A Contextualized, Differential Sequence Mining Method to Derive Students' Learning Behavior Patterns

John S. Kinnebrew, Kirk M. Loretz, Gautam Biswas · Zenodo (CERN European Organization for Nuclear Research) · 2013 · 151 citations · Full text

Education, Data Science, Behavior Analysis +15

1–5 of 148

Authors

424

GB
Gautam Biswas
Vanderbilt University, United States
8 publications · 471 citations
8
h-index
XX
Xiaona Xia
Qufu Normal University, China
5 publications · 107 citations
5
h-index
JS
John S. Kinnebrew
Vanderbilt University, United States
5 publications · 347 citations
5
h-index
MC
Mung Chiang
Princeton University, United States
3 publications · 45 citations
3
h-index
CY
Chengjiu Yin
Kyushu University, Japan
3 publications · 62 citations
3
h-index

1–5 of 424

Institutions

210

1–8 of 210

Venues

Interactive Learning Environments
ILE · 9 publications · 294 citations
9
h-index
Computers & Education
3 publications · 294 citations
3
h-index
Educational Data Mining
Conference · 3 publications · 113 citations
3
h-index
Zenodo (CERN European Organization for Nuclear Research)
Repository · 3 publications · 190 citations
3
h-index
Computers in Human Behavior
3 publications · 109 citations
3
h-index

1–5