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Jaclyn Ocumpaugh
Jaclyn Ocumpaugh
Associate Director, Penn Center for Learning Analytics, University of Pennsylvania
Verified email at upenn.edu
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Cited by
Cited by
Year
Baker Rodrigo Ocumpaugh Monitoring Protocol (BROMP) 2.0 Technical and Training Manual
J Ocumpaugh
New York, NY and Manila, Philippines: Teachers College, Columbia University …, 2015
192*2015
Towards Sensor-Free Affect Detection in Cognitive Tutor Algebra.
RSJ d Baker, SM Gowda, M Wixon, J Kalka, AZ Wagner, A Salvi, V Aleven, ...
International Educational Data Mining Society, 2012
1832012
Automatic detection of learning-centered affective states in the wild
N Bosch, S D'Mello, R Baker, J Ocumpaugh, V Shute, M Ventura, L Wang, ...
Proceedings of the 20th international conference on intelligent user …, 2015
1772015
Population validity for Educational Data Mining models: A case study in affect detection
J Ocumpaugh, R Baker, S Gowda, N Heffernan, C Heffernan
British Journal of Educational Technology 45 (3), 487-501, 2014
1522014
Using video to automatically detect learner affect in computer-enabled classrooms
N Bosch, SK D'mello, J Ocumpaugh, RS Baker, V Shute
ACM Transactions on Interactive Intelligent Systems (TiiS) 6 (2), 1-26, 2016
1122016
Modeling how incoming knowledge, persistence, affective states, and in-game progress influence student learning from an educational game
VJ Shute, S D'Mello, R Baker, K Cho, N Bosch, J Ocumpaugh, M Ventura, ...
Computers & Education 86, 224-235, 2015
1022015
Sequences of frustration and confusion, and learning
Z Liu, V Pataranutaporn, J Ocumpaugh, R Baker
Educational data mining 2013, 2013
872013
Detecting student emotions in computer-enabled classrooms
N Bosch, SK D’Mello, RS Baker, J Ocumpaugh, V Shute, M Ventura, ...
25th International Joint Conference on Artificial Intelligence (IJCAI 2016), 2016
792016
Incorporating effective e-learning principles to improve student engagement in middle-school mathematics
K Mulqueeny, V Kostyuk, RS Baker, J Ocumpaugh
International Journal of STEM Education 2 (1), 1-14, 2015
662015
Expert feature-engineering vs. deep neural networks: which is better for sensor-free affect detection?
Y Jiang, N Bosch, RS Baker, L Paquette, J Ocumpaugh, JM Andres, ...
International conference on artificial intelligence in education, 198-211, 2018
612018
Interaction-Based Affect Detection in Educational Software
RS Baker, J Ocumpaugh
The Oxford Handbook of Affective Computing, 233, 2015
592015
Affect-sensitive instructional strategies
S D'Mello, N Blanchard, R Baker, J Ocumpaugh, K Brawner
Design Recommendations for Intelligent Tutoring Systems: Volume 2 …, 2014
502014
Sensor-free automated detection of affect in a Cognitive Tutor for Algebra
RSJD Baker, S Gowda, M Wixon, J Kalka, A Wagner, A Salvi, V Aleven, ...
Educational Data Mining 2012, 2012
502012
Towards general models of effective science inquiry in virtual performance assessments
RS Baker, J Clarke‐Midura, J Ocumpaugh
Journal of Computer Assisted Learning 32 (3), 267-280, 2016
472016
WTF? detecting students who are conducting inquiry without thinking fastidiously
M Wixon, RSJ d Baker, JD Gobert, J Ocumpaugh, M Bachmann
International Conference on User Modeling, Adaptation, and Personalization …, 2012
432012
Predicting STEM and Non-STEM College Major Enrollment from Middle School Interaction with Mathematics Educational Software.
MO San Pedro, J Ocumpaugh, RS Baker, NT Heffernan
EDM, 276-279, 2014
422014
Towards automatically detecting whether student learning is shallow
RSJD Baker, SM Gowda, AT Corbett, J Ocumpaugh
International Conference on Intelligent Tutoring Systems, 444-453, 2012
402012
Middle school engagement with mathematics software and later interest and self-efficacy for STEM careers
J Ocumpaugh, MO San Pedro, H Lai, RS Baker, F Borgen
Journal of Science Education and Technology 25 (6), 877-887, 2016
362016
Studying Affect Dynamics and Chronometry Using Sensor-Free Detectors.
AF Botelho, RS Baker, J Ocumpaugh, NT Heffernan
International Educational Data Mining Society, 2018
342018
A Comparison of Video-Based and Interaction-Based Affect Detectors in Physics Playground.
S Kai, L Paquette, RS Baker, N Bosch, S D'Mello, J Ocumpaugh, V Shute, ...
International Educational Data Mining Society, 2015
312015
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