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Andrew Emerson
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Multimodal learning analytics for game‐based learning
A Emerson, EB Cloude, R Azevedo, J Lester
British Journal of Educational Technology 51 (5), 1505-1526, 2020
1092020
Predictive student modeling in game-based learning environments with word embedding representations of reflection
M Geden, A Emerson, D Carpenter, J Rowe, R Azevedo, J Lester
International Journal of Artificial Intelligence in Education 31, 1-23, 2021
442021
Predicting Early and Often: Predictive Student Modeling for Block-Based Programming Environments.
A Emerson, FJ Rodríguez, B Mott, A Smith, W Min, KE Boyer, C Smith, ...
International Educational Data Mining Society, 2019
35*2019
Predictive student modeling in educational games with multi-task learning
M Geden, A Emerson, J Rowe, R Azevedo, J Lester
Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 654-661, 2020
292020
Cluster-based analysis of novice coding misconceptions in block-based programming
A Emerson, A Smith, FJ Rodriguez, EN Wiebe, BW Mott, KE Boyer, ...
Proceedings of the 51st ACM Technical Symposium on Computer Science …, 2020
272020
Detecting off-task behavior from student dialogue in game-based collaborative learning
D Carpenter, A Emerson, BW Mott, A Saleh, KD Glazewski, ...
Artificial Intelligence in Education: 21st International Conference, AIED …, 2020
242020
Early prediction of visitor engagement in science museums with multimodal learning analytics
A Emerson, N Henderson, J Rowe, W Min, S Lee, J Minogue, J Lester
Proceedings of the 2020 International Conference on Multimodal Interaction …, 2020
23*2020
Gaze-enhanced student modeling for game-based learning
A Emerson, R Sawyer, R Azevedo, J Lester
Proceedings of the 26th conference on user modeling, adaptation and …, 2018
192018
Exploring Novice Programmers' Hint Requests in an Intelligent Block-Based Coding Environment
JB Wiggins, FM Fahid, A Emerson, M Hinckle, A Smith, KE Boyer, B Mott, ...
Proceedings of the 52nd ACM technical symposium on computer science …, 2021
162021
Predictive student modeling in block-based programming environments with Bayesian hierarchical models
A Emerson, M Geden, A Smith, E Wiebe, B Mott, KE Boyer, J Lester
Proceedings of the 28th ACM Conference on User Modeling, Adaptation and …, 2020
132020
Progression trajectory-based student modeling for novice block-based programming
F Morshed Fahid, X Tian, A Emerson, J B. Wiggins, D Bounajim, A Smith, ...
Proceedings of the 29th ACM Conference on User Modeling, Adaptation and …, 2021
112021
Position: IntelliBlox: A toolkit for integrating block-based programming into game-based learning environments
S Taylor, W Min, B Mott, A Emerson, A Smith, E Wiebe, J Lester
2019 IEEE blocks and beyond workshop (B&B), 55-58, 2019
112019
Improving sensor-based affect detection with multimodal data imputation
N Henderson, A Emerson, J Rowe, J Lester
2019 8th International Conference on Affective Computing and Intelligent …, 2019
92019
Affective Dynamics and Cognition During Game-Based Learning
EB Cloude, DA Dever, DL Hahs-Vaughn, AJ Emerson, R Azevedo, ...
IEEE Transactions on Affective Computing 13 (4), 1705-1717, 2022
82022
Early prediction of student knowledge in game‐based learning with distributed representations of assessment questions
A Emerson, W Min, R Azevedo, J Lester
British Journal of Educational Technology 54 (1), 40-57, 2023
72023
Investigating visitor engagement in interactive science museum exhibits with multimodal Bayesian hierarchical models
A Emerson, N Henderson, J Rowe, W Min, S Lee, J Minogue, J Lester
Artificial Intelligence in Education: 21st International Conference, AIED …, 2020
62020
Early Prediction of Museum Visitor Engagement with Multimodal Adversarial Domain Adaptation.
N Henderson, W Min, A Emerson, J Rowe, S Lee, J Minogue, J Lester
International Educational Data Mining Society, 2021
52021
Applying Cognitive Load Theory to Examine STEM Undergraduate Students’ Experiences in An Adaptive Learning Environment: A Mixed-Methods Study
D Bounajim, A Rachmatullah, M Hinckle, B Mott, J Lester, A Smith, ...
Proceedings of the Human Factors and Ergonomics Society Annual Meeting 65 (1 …, 2021
42021
Multimodal Predictive Student Modeling with Multi-Task Transfer Learning
A Emerson, W Min, J Rowe, R Azevedo, J Lester
LAK23: 13th International Learning Analytics and Knowledge Conference, 333-344, 2023
22023
Leveraging advances in natural language processing to support team communication analytics in GIFT
RD Spain, W Min, JD Saville, A Emerson, J Pande, K Brawner, JC Lester
Proceedings of the 10th Annual GIFT Users Symposium, 147-156, 2022
22022
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