Jaclyn Ocumpaugh

Automatic Detection of Learning-Centered Affective States in the Wild

Nigel Bosch, Sidney K. D’Mello, Ryan S. Baker et al. · 2015 · 164 citations

Engineering, Machine Learning, Affective Design +18

Population validity for educational data mining models: A case study in affect detection

Jaclyn Ocumpaugh, Ryan S. Baker, Sujith M. Gowda et al. · British Journal of Educational Technology · 2014 · 163 citations

Affective Variable, Educational Informatics, Education +25

Towards Sensor-Free Affect Detection in Cognitive Tutor Algebra.

Ryan S. Baker, Sujith M. Gowda, Michael Wixon et al. · 2012 · 152 citations

Modeling how incoming knowledge, persistence, affective states, and in-game progress influence student learning from an educational game

Valerie J. Shute, Sidney K. D’Mello, Ryan S. Baker et al. · Computers & Education · 2015 · 123 citations

Stem Education, Affective States, Behavioral Sciences +10

Using Video to Automatically Detect Learner Affect in Computer-Enabled Classrooms

Nigel Bosch, Sidney K. D’Mello, Jaclyn Ocumpaugh et al. · ACM Transactions on Interactive Intelligent Systems · 2016 · 112 citations

Engineering, Computer-enabled Classrooms, Affective Variable +24