An Affect-Enriched Dialogue Act Classification Model for Task-Oriented Dialogue

Kristy Elizabeth Boyer , Joseph Grafsgaard , Ha , Eun Young
meeting of the association for computational linguistics 1190 -1199

29
2011
Combining Verbal and Nonverbal Features to Overcome the ``Information Gap'' in Task-Oriented Dialogue

Joseph F. Grafsgaard , Kristy Elizabeth Boyer , James C. Lester , Christopher Mitchell
annual meeting of the special interest group on discourse and dialogue 247 -256

25
2012
Automatically Recognizing Facial Expression: Predicting Engagement and Frustration

Joseph F. Grafsgaard , Kristy Elizabeth Boyer , James C. Lester , Eric N. Wiebe
educational data mining 43 -50

247
2013
Predicting Learning and Affect from Multimodal Data Streams in Task-Oriented Tutorial Dialogue.

Joseph F. Grafsgaard , Kristy Elizabeth Boyer , James C. Lester , Eric N. Wiebe
educational data mining 122 -129

35
2014
The Affective Impact of Tutor Questions: Predicting Frustration and Engagement.

Joseph F. Grafsgaard , Kristy Elizabeth Boyer , James C. Lester , Eric N. Wiebe
educational data mining 247 -254

9
2016
Time to Scale: Generalizable Affect Detection for Tens of Thousands of Students across an Entire School Year.

Sidney K. D'Mello , Stephen Hutt , Joseph F. Grafsgaard
Grantee Submission

37
2019
Are There Benefits of Using Multiple Pedagogical Agents to Support and Foster Self-Regulated Learning in an Intelligent Tutoring System?

Seth A. Martin , Roger Azevedo , Michelle Taub , Nicholas V. Mudrick
intelligent tutoring systems 273 -279

1
2016
Are Pedagogical Agents' External Regulation Effective in Fostering Learning with Intelligent Tutoring Systems?

Roger Azevedo , Seth A. Martin , Michelle Taub , Nicholas V. Mudrick
intelligent tutoring systems 197 -207

20
2016
Predicting Learning from Student Affective Response to Tutor Questions

Alexandria K. Vail , Joseph F. Grafsgaard , Kristy Elizabeth Boyer , Eric N. Wiebe
intelligent tutoring systems 154 -164

8
2016
Classifying student dialogue acts with multimodal learning analytics

Aysu Ezen-Can , Joseph F. Grafsgaard , James C. Lester , Kristy Elizabeth Boyer
learning analytics and knowledge 280 -289

13
2015
Multimodal analysis of the implicit affective channel in computer-mediated textual communication

Joseph F. Grafsgaard , Robert M. Fulton , Kristy Elizabeth Boyer , Eric N. Wiebe
international conference on multimodal interfaces 145 -152

38
2012
Predicting Learning and Engagement in Tutorial Dialogue: A Personality-Based Model

Alexandria Katarina Vail , Joseph F. Grafsgaard , Joseph B. Wiggins , James C. Lester
international conference on multimodal interfaces 255 -262

9
2014
Multimodal Analysis and Modeling of Nonverbal Behaviors during Tutoring

Joseph F. Grafsgaard
international conference on multimodal interfaces 404 -408

6
2014
The Additive Value of Multimodal Features for Predicting Engagement, Frustration, and Learning during Tutoring

Joseph F. Grafsgaard , Joseph B. Wiggins , Alexandria Katarina Vail , Kristy Elizabeth Boyer
international conference on multimodal interfaces 42 -49

39
2014
Modeling confusion: facial expression, task, and discourse in task-oriented tutorial dialogue

Joseph F. Grafsgaard , Kristy Elizabeth Boyer , Robert Phillips , James C. Lester
artificial intelligence in education 98 -105

14
2011
Embodied Affect in Tutorial Dialogue: Student Gesture and Posture

Joseph F. Grafsgaard , Joseph B. Wiggins , Kristy Elizabeth Boyer , Eric N. Wiebe
artificial intelligence in education 1 -10

27
2013
Gender Differences in Facial Expressions of Affect During Learning

Alexandria K. Vail , Joseph F. Grafsgaard , Kristy Elizabeth Boyer , Eric N. Wiebe
international conference on user modeling adaptation and personalization 65 -73

6
2016
Predicting Facial Indicators of Confusion with Hidden Markov Models

Joseph F. Grafsgaard , Kristy Elizabeth Boyer , James C. Lester
Affective Computing and Intelligent Interaction 97 -106

55
2011
Toward a machine learning framework for understanding affective tutorial interaction

Joseph F. Grafsgaard , Kristy Elizabeth Boyer , James C. Lester
intelligent tutoring systems 52 -58

12
2012
Automatically Recognizing Facial Indicators of Frustration: A Learning-centric Analysis

Joseph F. Grafsgaard , Joseph B. Wiggins , Kristy Elizabeth Boyer , Eric N. Wiebe
2013 Humaine Association Conference on Affective Computing and Intelligent Interaction 159 -165

48
2013