Sotabase

Career

· Postdoctoral Fellow, Human Sensing Lab, Carnegie Mellon University2023–2023
· Research Scientist, Deliberate AI2023–
· M.S. in Human-Computer Interaction, Carnegie Mellon University2016–2022
· Ph.D. in Human-Computer Interaction, Carnegie Mellon University2016–2023
· B.S. in Computer Science, North Carolina State University2012–2016
· B.S. in Mathematics, North Carolina State University2012–2016

Publications (17)

The Additive Value of Multimodal Features for Predicting Engagement, Frustration, and Learning during Tutoring
International Conference on Multimodal Interaction · 2014
67
cited
Identifying Effective Moves in Tutoring: On the Refinement of Dialogue Act Annotation Schemes
International Conference on Intelligent Tutoring Systems · 2014
44
cited
Predicting Learning from Student Affective Response to Tutor Questions
International Conference on Intelligent Tutoring Systems · 2016
44
cited
The Mars and Venus Effect: The Influence of User Gender on the Effectiveness of Adaptive Task Support
User Modeling, Adaptation, and Personalization · 2015
23
cited
The Affective Impact of Tutor Questions: Predicting Frustration and Engagement
Educational Data Mining · 2016
22
cited
Visual attention in schizophrenia: Eye contact and gaze aversion during clinical interactions
Affective Computing and Intelligent Interaction · 2017
22
cited
Computational analysis of spoken language in acute psychosis and mania
Schizophrenia Research · 2021
17
cited
Gender Differences in Facial Expressions of Affect During Learning
User Modeling, Adaptation, and Personalization · 2016
15
cited
Predicting Dialogue Acts for Intelligent Virtual Agents with Multimodal Student Interaction Data
Educational Data Mining · 2016
14
cited
Adapting to Personality Over Time: Examining the Effectiveness of Dialogue Policy Progressions in Task-Oriented Interaction
SIGDIAL Conference · 2014
13
cited
Predicting Learning and Engagement in Tutorial Dialogue: A Personality-Based Model
International Conference on Multimodal Interaction · 2014
13
cited
Toward Causal Understanding of Therapist-Client Relationships: A Study of Language Modality and Social Entrainment
International Conference on Multimodal Interaction · 2022
9
cited
Toward Objective, Multifaceted Characterization of Psychotic Disorders: Lexical, Structural, and Disfluency Markers of Spoken Language
International Conference on Multimodal Interaction · 2018
7
cited
Goals, Tasks, and Bonds: Toward the Computational Assessment of Therapist Versus Client Perception of Working Alliance
IEEE International Conference on Automatic Face & Gesture Recognition · 2021
2
cited
Representation Learning for Interpersonal and Multimodal Behavior Dynamics: A Multiview Extension of Latent Change Score Models
International Conference on Multimodal Interaction · 2023
1
cited
Multimodal and Social Modeling of Client-Therapist Interaction
2024
Retraction to: M111. QUANTITATIVE ASSESSMENT OF MANIA AND PSYCHOSIS DURING HOSPITALIZATION USING AUTOMATED ANALYSIS OF FACE, VOICE, AND LANGUAGE
Schizophrenia bulletin · 2020
Sotabase