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Joseph F. Grafsgaard

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Journal Articles

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2017
[j1]
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Joseph B. Wiggins, Joseph F. Grafsgaard, Kristy Elizabeth Boyer, Eric N. Wiebe, James C. Lester:
Do You Think You Can? The Influence of Student Self-Efficacy on the Effectiveness of Tutorial Dialogue for Computer Science. Int. J. Artif. Intell. Educ. 27(1): 130-153 (2017)

Conference and Workshop Papers

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2019
[c28]
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Stephen Hutt, Joseph F. Grafsgaard, Sidney K. D'Mello:
Time to Scale: Generalizable Affect Detection for Tens of Thousands of Students across An Entire School Year. CHI 2019: 496
2018
[c27]
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Joseph F. Grafsgaard, Nicholas D. Duran, Ashley K. Randall, Chun Tao, Sidney D'Mello:
Generative Multimodal Models of Nonverbal Synchrony in Close Relationships. FG 2018: 195-202
2016
[c26]
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Alexandria Katarina Vail, Joseph B. Wiggins, Joseph F. Grafsgaard, Kristy Elizabeth Boyer, Eric N. Wiebe, James C. Lester:
The Affective Impact of Tutor Questions: Predicting Frustration and Engagement. EDM 2016: 247-254
[c25]
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Alexandria Katarina Vail, Joseph F. Grafsgaard, Kristy Elizabeth Boyer, Eric N. Wiebe, James C. Lester:
Predicting Learning from Student Affective Response to Tutor Questions. ITS 2016: 154-164
[c24]
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Roger Azevedo, Seth A. Martin, Michelle Taub, Nicholas V. Mudrick, Garrett C. Millar, Joseph F. Grafsgaard:
Are Pedagogical Agents' External Regulation Effective in Fostering Learning with Intelligent Tutoring Systems? ITS 2016: 197-207
[c23]
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Seth A. Martin, Roger Azevedo, Michelle Taub, Nicholas V. Mudrick, Garrett C. Millar, Joseph F. Grafsgaard:
Are There Benefits of Using Multiple Pedagogical Agents to Support and Foster Self-Regulated Learning in an Intelligent Tutoring System? ITS 2016: 273-279
[c22]
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Sébastien Lallé, Nicholas V. Mudrick, Michelle Taub, Joseph F. Grafsgaard, Cristina Conati, Roger Azevedo:
Impact of Individual Differences on Affective Reactions to Pedagogical Agents Scaffolding. IVA 2016: 269-282
[c21]
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Alexandria Katarina Vail, Joseph F. Grafsgaard, Kristy Elizabeth Boyer, Eric N. Wiebe, James C. Lester:
Gender Differences in Facial Expressions of Affect During Learning. UMAP 2016: 65-73
2015
[c20]
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Joseph F. Grafsgaard, Seung Y. Lee, Bradford W. Mott, Kristy Elizabeth Boyer, James C. Lester:
Modeling Self-Efficacy Across Age Groups with Automatically Tracked Facial Expression. AIED 2015: 582-585
[c19]
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Marcelo Worsley, Katherine Chiluiza, Joseph F. Grafsgaard, Xavier Ochoa:
2015 Multimodal Learning and Analytics Grand Challenge. ICMI 2015: 525-529
[c18]
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Aysu Ezen-Can, Joseph F. Grafsgaard, James C. Lester, Kristy Elizabeth Boyer:
Classifying student dialogue acts with multimodal learning analytics. LAK 2015: 280-289
[c17]
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Joseph B. Wiggins, Kristy Elizabeth Boyer, Alok Baikadi, Aysu Ezen-Can, Joseph F. Grafsgaard, Eunyoung Ha, James C. Lester, Christopher Michael Mitchell, Eric N. Wiebe:
JavaTutor: An Intelligent Tutoring System that Adapts to Cognitive and Affective States during Computer Programming. SIGCSE 2015: 599
2014
[c16]
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Joseph F. Grafsgaard, Joseph B. Wiggins, Kristy Elizabeth Boyer, Eric N. Wiebe, James C. Lester:
Predicting Learning and Affect from Multimodal Data Streams in Task-Oriented Tutorial Dialogue. EDM 2014: 122-129
[c15]
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Joseph F. Grafsgaard, Joseph B. Wiggins, Alexandria Katarina Vail, Kristy Elizabeth Boyer, Eric N. Wiebe, James C. Lester:
The Additive Value of Multimodal Features for Predicting Engagement, Frustration, and Learning during Tutoring. ICMI 2014: 42-49
[c14]
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Alexandria Katarina Vail, Joseph F. Grafsgaard, Joseph B. Wiggins, James C. Lester, Kristy Elizabeth Boyer:
Predicting Learning and Engagement in Tutorial Dialogue: A Personality-Based Model. ICMI 2014: 255-262
[c13]
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Joseph F. Grafsgaard:
Multimodal Analysis and Modeling of Nonverbal Behaviors during Tutoring. ICMI 2014: 404-408
[c12]
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Joseph B. Wiggins, Joseph F. Grafsgaard, Kristy Elizabeth Boyer, Eric N. Wiebe, James C. Lester:
The relationship between task difficulty and emotion in online computer programming tutoring (abstract only). SIGCSE 2014: 721
2013
[c11]
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Joseph F. Grafsgaard, Joseph B. Wiggins, Kristy Elizabeth Boyer, Eric N. Wiebe, James C. Lester:
Automatically Recognizing Facial Indicators of Frustration: A Learning-centric Analysis. ACII 2013: 159-165
[c10]
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Joseph F. Grafsgaard, Joseph B. Wiggins, Kristy Elizabeth Boyer, Eric N. Wiebe, James C. Lester:
Embodied Affect in Tutorial Dialogue: Student Gesture and Posture. AIED 2013: 1-10
[c9]
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Joseph F. Grafsgaard, Joseph B. Wiggins, Kristy Elizabeth Boyer, Eric N. Wiebe, James C. Lester:
Automatically Recognizing Facial Expression: Predicting Engagement and Frustration. EDM 2013: 43-50
[c8]
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Joseph F. Grafsgaard, Joseph B. Wiggins, Kristy Elizabeth Boyer, Eric N. Wiebe, James C. Lester:
Modeling student programming with multimodal learning analytics (abstract only). SIGCSE 2013: 736
2012
[c7]
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Joseph F. Grafsgaard, Kristy Elizabeth Boyer, Eric N. Wiebe, James C. Lester:
Analyzing Posture and Affect in Task-Oriented Tutoring. FLAIRS 2012
[c6]
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Joseph F. Grafsgaard, Robert M. Fulton, Kristy Elizabeth Boyer, Eric N. Wiebe, James C. Lester:
Multimodal analysis of the implicit affective channel in computer-mediated textual communication. ICMI 2012: 145-152
[c5]
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Joseph F. Grafsgaard, Kristy Elizabeth Boyer, James C. Lester:
Toward a Machine Learning Framework for Understanding Affective Tutorial Interaction. ITS 2012: 52-58
[c4]
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Eunyoung Ha, Joseph F. Grafsgaard, Christopher Michael Mitchell, Kristy Elizabeth Boyer, James C. Lester:
Combining Verbal and Nonverbal Features to Overcome the "Information Gap" in Task-Oriented Dialogue. SIGDIAL Conference 2012: 247-256
2011
[c3]
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Joseph F. Grafsgaard, Kristy Elizabeth Boyer, James C. Lester:
Predicting Facial Indicators of Confusion with Hidden Markov Models. ACII (1) 2011: 97-106
[c2]
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Kristy Elizabeth Boyer, Joseph F. Grafsgaard, Eunyoung Ha, Robert Phillips, James C. Lester:
An Affect-Enriched Dialogue Act Classification Model for Task-Oriented Dialogue. ACL 2011: 1190-1199
[c1]
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Joseph F. Grafsgaard, Kristy Elizabeth Boyer, Robert Phillips, James C. Lester:
Modeling Confusion: Facial Expression, Task, and Discourse in Task-Oriented Tutorial Dialogue. AIED 2011: 98-105

Parts in Books or Collections

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2018
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Sharon L. Oviatt, Joseph F. Grafsgaard, Lei Chen, Xavier Ochoa:
Multimodal learning analytics: assessing learners' mental state during the process of learning. The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2) 2018: 331-374

Coauthor Index

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