Personal Information
Entreprise/Lieu de travail
Springfield, Massachusetts Area United States
Profession
Research Professor Department of Computer Science at University of Massachusetts
Secteur d’activité
Education
Mots-clés
intelligent tutors
non-invasive wireless sensors
facial recognition
emotion recognition
regression modeling
caring for the user
health care dialogue
computer face
mathematics education
teaching and learning
emotion in learning
sensors
data streams of physiological activity
neuroscience
computational methods for emotion recogniton
adaptive software
multimedia
online math practice software
animated characters
respond to student emotion
affective learning companions
recognize student emotion
model student attention
pedagogical feedback
optimization of pedagogical decisions
estimate student confidence and motivation
statistical learning
bayes networks
machine learning techniques
neural networks
learn to adapt teaching strategies
and statistical models.
online instructional systems
expectation maxima
pedagogical strategy
personalize teaching
causal modeling
hmm
statistical models of human behavior
algorithms
data science on education
data analysis
data driven education
data representation and management
computationally efficient methods
online education
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