Toward conducting motivational interviewing with an on-demand clinician avatar for tailored health behavior change interventions

In this article we describe work-in-progress about the development of avatar-based personalized assistants that can delivered motivational interviewing health behavior change interventions, tailored to its specific users Our approach combines the latest progress in Embodied Conversational Agents (ECAs), believable agents, and dialog systems. We discuss how we use different platforms to aim at providing accessibility of personalized health assistant, anytime anywhere.

[1]  Christine L. Lisetti,et al.  Mental Health Promotion with Animated Characters: Exploring Issues and Potential , 2008, AAAI Spring Symposium: Emotion, Personality, and Social Behavior.

[2]  Carlo C. DiClemente,et al.  Motivation for Change and Alcoholism Treatment , 1999, Alcohol research & health : the journal of the National Institute on Alcohol Abuse and Alcoholism.

[3]  M J Maloney,et al.  The importance of empathy as an interviewing skill in medicine. , 1991, JAMA.

[4]  Mitsuru Ishizuka,et al.  Life-Like Characters , 2004, Cognitive Technologies.

[5]  Justine Cassell,et al.  Negotiated Collusion: Modeling Social Language and its Relationship Effects in Intelligent Agents , 2003, User Modeling and User-Adapted Interaction.

[6]  Christine L. Lisetti,et al.  Adapting Psychologically Grounded Facial Emotional Expressions to Different Anthropomorphic Embodiment Platforms , 2007, FLAIRS.

[7]  Juliann Cortese,et al.  Computer-tailored health interventions delivered over the Web: review and analysis of key components. , 2009, Patient education and counseling.

[8]  Alexander Fedorov,et al.  3D Caricature Generation System on the Mobile Handset Using a Single Photograph , 2007, 2007 International Conference on Parallel Processing Workshops (ICPPW 2007).

[9]  Sheila Hurst,et al.  Motivational Interviewing, 2nd edn , 2003 .

[10]  Christine L. Lisetti Features for Culturally Appropriate Avatars for Behavior-Change Promotion in At-Risk Populations , 2009, Annual Review of Cybertherapy and Telemedicine.

[11]  Robert Plutchik,et al.  Computers in psychotherapy: An overview , 1991 .

[12]  G A Marlatt,et al.  Screening and brief intervention for high-risk college student drinkers: results from a 2-year follow-up assessment. , 1998, Journal of consulting and clinical psychology.

[13]  W. Miller,et al.  What is Motivational Interviewing? , 1995, Behavioural and Cognitive Psychotherapy.

[14]  Brian Magerko,et al.  Dr. Vicky: A Virtual Coach for Learning Brief Negotiated Interview Techniques for Treating Emergency Room Patients , 2011, AAAI Spring Symposium: AI and Health Communication.

[15]  Daniel R. Kivlahan,et al.  Brief Alcohol Screening and Intervention for College Students (Basics): A Harm Reduction Approach , 1999 .

[16]  V. Strecher Computer-tailored smoking cessation materials: a review and discussion. , 1999, Patient education and counseling.

[17]  W. Miller,et al.  Toward a theory of motivational interviewing. , 2009, The American psychologist.

[18]  P. Ekman The argument and evidence about universals in facial expressions of emotion. , 1989 .

[19]  K. Chang,et al.  Embodiment in conversational interfaces: Rea , 1999, CHI '99.

[20]  Timothy W. Bickmore,et al.  An Intelligent Conversational Agent for Promoting Long-Term Health Behavior Change Using Motivational Interviewing , 2011, AAAI Spring Symposium: AI and Health Communication.

[21]  A. Gibson,et al.  Motivational interviewing. , 2000, The practising midwife.

[22]  W. Velicer,et al.  The Transtheoretical Model of Health Behavior Change , 1997, American journal of health promotion : AJHP.

[23]  Catherine Pelachaud,et al.  Modelling multimodal expression of emotion in a virtual agent , 2009, Philosophical Transactions of the Royal Society B: Biological Sciences.

[24]  Henrik Eriksson,et al.  Mobile Phone Computing for In-situ Cognitive Behavioral Therapy , 2007, MedInfo.

[25]  Embodied Conversational Agents for Psychotherapy , 2022 .

[26]  J. Cassell,et al.  Embodied conversational agents , 2000 .