CSE 40424/60424 PSY 40676/60676 (Undergraduate/Graduate course cross listed in Computer Science and Psychology Departments)An in-depth exploration of the field of Human-Computer Interaction (HCI) including its history, goals, principles, methodologies, successes, failures, open problems, and emerging areas. Broad topics include theories of interaction and design (e.g., stages of execution, error identification, natural constraints, memory by affordances), design principles (e.g., visual design, multimodal design, emotional design), design methods (e.g., user-centered design, task analysis, prototyping tools), evaluation techniques (e.g., inspection-based evaluations, model-based evaluations) and emerging topics (e.g., affective computing, augmented cognition, social computing, ubiquitous computing).
A broad overview of the field of Artificial Intelligence (AI), including its historical and philosophical foundations, classical and contemporary approaches, cognitive systems, and recent trends and applications. Topics include traditional AI techniques (e.g., searching, problem solving, knowledge representation and reasoning, planning, constraint satisfaction, decision making), probabilistic and network based approaches (e.g., Bayesian models, neural networks), computational models of cognition (e.g., models of perception, action, memory, cognitive architectures), and recent developments in natural language processing, speech recognition, robotics, human-computer interaction, machine learning, and computational emotions.
COMP 7/8514, PSYC 7/8514, PHIL7/8514 (Cross listed in the Computer Science, Psychology, and Philosophy Departments - Co-taught with Stan Franklin)
Comp 2150 (Computer Science Department)
Introduction to use of statistics in psychology, with emphasis on elementary theory of measurement and computation; measures of central tendency and variability, tests of significance, correlation procedures, and an introduction to multivariate analyses, analysis of variance, and nonparametric procedures.
Psyc 7503/8503 (Psychology Department)