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Dialogue Systems for Longitudinal Health Counseling Timothy W. Bickmore, Ph.D. Assistant Professor College of Computer and Information Science, Northeastern
University Abstract: In this talk I will give an overview
of research my lab has been conducting into the development and evaluation of
animated conversational agents designed to promote healthy behavior, such as
medication adherence, exercise and diet. In addition to fielding desktop and
wearable systems for health behavior change counseling, we have just started
a clinical trial of a virtual nurse that is talking to hospital patients at
Boston Medical Center to counsel them on their post-discharge self-care
procedures. I will discuss many of the challenges in building these systems,
including: building and maintaining trust with patients over time;
maintenance of discourse and relational models between conversations;
generation of appropriate nonverbal behavior; and implementation of health
behavior change and educational strategies. Finally, I will focus on the
problem of designing these systems to promote re-use of dialogue components
through the use of a standard hierarchical task description language (Prof.
Rich's CEA-2018) and appropriately designed ontologies of concepts from
health behavior change. ______ Dr. Bickmore is an Assistant
Professor in the College of Computer and Information Science at Northeastern
University. The focus of his research is on the development and evaluation of
computer agents that emulate face-to-face interactions between health
providers and patients for use in health education and long-term health
behavior change interventions, with a particular focus on the emotional and
relational aspects of these interactions. Prior to Northeastern, he spent two
years as an Assistant Professor of Medicine at the Boston University School
of Medicine. Dr. Bickmore received his Ph.D. from the MIT Media Lab, studying
under Profs. Rosalind Picard (Affective Computing) and Justine Cassell
(Gesture and Narrative Language), doing his dissertation work studying
emotional interactions between people and animated computer characters. Host: Professor Charles
Rich Refreshments will be served. Last modified: January 27, 2009 |