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Sidney D’Mello is an Associate Professor in the departments of Psychology and Computer Science at the University of Notre Dame. His research is at the intersection of the cognitive, affective, computing, and learning sciences. Specific interests include affective computing, attentional computing, intelligent learning environments, speech and language processing, human-computer interaction and computational models of cognition.

Announcements

  • (3/11/17) Postdoc opportunity: I'm looking for a postdoc in Machine Learning for Multimodal Behavior and Mental State Analysis [details]

  • (3/18/17) Postdoc opportunity: I'm looking for a postdoc in Cognitive Science [details]

  • New paper: Cognitive Coupling during Reading in Journal of Experimental Psychology: General. [PDF]

  • New paper: The Affective Computing Approach to Affect Measurement, in Emotion Review. [PDF]

  • New paper: Advanced, Analytic, Automated (AAA) Measurement of Engagement during Learning in Educational Psychologist. [PDF] 

  • New paperAn Automated Behavioral Measure of Mind Wandering during Computerized Reading in Behavior Research Methods. [PDF]

  • New paper: Put Your Thinking Cap On: Detecting Cognitive Load using EEG during Learning in LAK’17[PDF]

  • New paperWords Matter: Automatic Detection of Questions in Classroom Discourse using Linguistics, Paralinguistics, and Context in LAK'17 [PDF]

D'Mello's conducts basic research on affective and cognitive states (e.g., confusion, boredom, mind wandering) during complex learning and problem solving, develops real-time computational models of these states, and integrates the models in learning environments that intelligently respond to learner mental states. 

His research uses a range of techniques such as eye tracking, speech recognition, physiological sensing, computer vision, nonlinear time series analyses, discourse modeling, and machine learning. The learning contexts include intelligent tutoring, educational games, collaborative problem solving, classroom discourse, text, scene, and film comprehension. Data is collected in the lab, online, and in schools.

D'Mello has co-edited five books and has published over 200 journal papers, book chapters, and conference proceedings in these areas. He is an associate editor for IEEE Transactions on Learning Technologies and  formerly for IEEE Transactions on Affective Computing and IEEE Access. He serves on the editorial boards of the International Journal of Artificial Intelligence in EducationFrontiers in Psychology-Human Media Interaction, User Modeling & User-Adapted Interaction, and Discourse Processes. D'Mello also serves on the executive board of the International Artificial Intelligence in Education Society and the International Educational Data Mining Society. 

Download CV here