Delivering Cognitive Behavioral Therapy Using A Conversational SocialRobot

作者: Mohammad H. Mahoor , Hojjat Abdollahi , Sarah Schoeder , Rohola Zandie , Francesca Dino

DOI:

关键词: MoodInterpersonal relationshipComputer scienceSentiment analysisSocial robotCognitive behavioral therapyRobotApplied psychologyEntertainmentCognitionAIML

摘要: Social robots are becoming an integrated part of our daily life due to their ability provide companionship and entertainment. A subfield robotics, Socially Assistive Robotics (SAR), is particularly suitable for expanding these benefits into the healthcare setting because its unique cognitive, social, emotional support. This paper presents recent research on developing SAR by evaluating a life-like conversational social robot, called Ryan, administer internet-delivered cognitive behavioral therapy (iCBT) older adults with depression. For Ryan therapy, we developed dialogue-management system, Program-R. Using accredited CBT manual treatment depression, created seven hour-long iCBT dialogues them Program-R using Artificial Intelligence Markup Language (AIML). To assess effectiveness Robot-based users' likability approach, conducted HRI study cohort elderly people mild-to-moderate depression over period four weeks. Quantitative analyses participant's spoken responses (e.g. word count sentiment analysis), face-scale mood scores, exit surveys, strongly support notion robot-based viable alternative traditional human-delivered therapy.

参考文章(26)
Judith S. Beck, Aaron T. Beck, Cognitive behavior therapy : basics and beyond Guilford Press. ,(2011)
Jerome A. Yesavage, Javaid I. Sheikh, Geriatric Depression Scale (GDS): Recent evidence and development of a shorter version. Clinical Gerontologist. ,vol. 5, pp. 165- 173 ,(1986) , 10.1300/J018V05N01_09
Madeleine S. Goodkind, Dolores Gallagher-Thompson, Larry W. Thompson, Shelli R. Kesler, Lauren Anker, John Flournoy, Mika P. Berman, Jason M. Holland, Ruth M. O'Hara, The impact of executive function on response to cognitive behavioral therapy in late-life depression. International Journal of Geriatric Psychiatry. ,vol. 31, pp. 334- 339 ,(2016) , 10.1002/GPS.4325
Nickolai Titov, Blake F. Dear, Shehzad Ali, Judy B. Zou, Carolyn N. Lorian, Luke Johnston, Matthew D. Terides, Rony Kayrouz, Britt Klein, Milena Gandy, Vincent J. Fogliati, Clinical and Cost-Effectiveness of Therapist-Guided Internet-Delivered Cognitive Behavior Therapy for Older Adults With Symptoms of Depression: A Randomized Controlled Trial Behavior Therapy. ,vol. 46, pp. 193- 205 ,(2015) , 10.1016/J.BETH.2014.09.008
Blake F Dear, Judy Zou, Nickolai Titov, Carolyn Lorian, Luke Johnston, Jay Spence, Tracy Anderson, Perminder Sachdev, Henry Brodaty, Robert G Knight, Internet-delivered cognitive behavioural therapy for depression: a feasibility open trial for older adults Australian and New Zealand Journal of Psychiatry. ,vol. 47, pp. 169- 176 ,(2013) , 10.1177/0004867412466154
Hosub Lee, Young Sang Choi, Sunjae Lee, IP Park, None, Towards unobtrusive emotion recognition for affective social communication consumer communications and networking conference. pp. 260- 264 ,(2012) , 10.1109/CCNC.2012.6181098
Leilani Feliciano, Sheena M. Horning, Kelli J. Klebe, Sarah L. Anderson, R. Elisabeth Cornwell, Hasker P. Davis, Utility of the SLUMS as a Cognitive Screening Tool Among a Nonveteran Sample of Older Adults The American Journal of Geriatric Psychiatry. ,vol. 21, pp. 623- 630 ,(2013) , 10.1016/J.JAGP.2013.01.024
Gerhard Andersson, Hugo Hesser, Andrea Veilord, Linn Svedling, Fredrik Andersson, Owe Sleman, Lena Mauritzson, Ali Sarkohi, Elisabet Claesson, Vendela Zetterqvist, Mailen Lamminen, Thomas Eriksson, Per Carlbring, Randomised controlled non-inferiority trial with 3-year follow-up of internet-delivered versus face-to-face group cognitive behavioural therapy for depression Journal of Affective Disorders. ,vol. 151, pp. 986- 994 ,(2013) , 10.1016/J.JAD.2013.08.022
Carmen Andreescu, Charles F. Reynolds, Late-life depression: evidence-based treatment and promising new directions for research and clinical practice. Psychiatric Clinics of North America. ,vol. 34, pp. 335- 355 ,(2011) , 10.1016/J.PSC.2011.02.005
Timothy W. Bickmore, Daniel Schulman, Candace L. Sidner, A reusable framework for health counseling dialogue systems based on a behavioral medicine ontology Journal of Biomedical Informatics. ,vol. 44, pp. 183- 197 ,(2011) , 10.1016/J.JBI.2010.12.006