Abstract
Internet-based guided self-therapy systems provide a novel method for Post-Traumatic Stress Disorder patients to follow therapy at home with the assistance of a virtual coach. One of the main challenges for such a coach is assisting patients with recollecting their traumatic memories, a vital part of therapy. In this paper, an ontology-based question system capable of posing appropriate and personalized questions is presented. This method was tested in an experiment with non-patients (n = 24), where it was compared with a non-ontology-based system which did not provide personalization. Results show that people take more time answering questions with the ontology-based system and use more words describing properties, such as adjectives. This indicates that the ontology-based system facilitates more thoughtful and detailed memory-recollection.
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References
Diagnostic and statistical manual of mental disorders: American Psychiatric Association, 5th edn. Washington DC (2013)
Al-Zubaide, H., Issa, A.A.: Ontbot : ontology based chatbot. In: Innovation in Information and Communication Technology (2011)
Augello, A., Pilato, G., Vassallo, G., Gaglio, S.: Chatbots as interface to ontologies. In: Gaglio, S., Lo Re, G. (eds.) Advances in Intelligent Systems and Computing, pp. 285–299. Springer, Switzerland (2014)
Bickmore, T.W., Nelson, R.A.S.K., Cheng, D.M., Winter, M., Henault, L., Paasche-Orlow, M.K.: A randomized controlled trial of an automated exercise coach for older adults. J. Am. Geriatr. Soc. 61(10), 1676–1683 (2013)
Bickmore, T., Schulman, D., Sidner, C.: A reusable framework for health counseling dialogue systems based on a behavioral medicine ontology. J. Biomed. Inform. 44, 183–197 (2011)
Blanson-Henkemans, O., van der Mast, C., van der Boog, P., Neerincx, M., Lindenberg, J., Zwetsloot-Schonk, B.: An online lifestyle diary with a persuasiv computer assistant providing feedback on self-management. Tech. Health Care 17, 253–267 (2009)
Brinkman, W.P., Vermetten, E., van der Steen, M., Neerincx, M.A.: Cognitive engineering of a military multi-modal memory restructuring system. J. Cyber Ther. Rehabil. 4(1), 83–99 (2011)
Foa, E., Hembree, E., Rothbaum, B.O.: Prolonged Exposure Therapy for PTSD: Emotional Processing of Traumatic Experiences Therapist Guide (Treatments That Work). Oxford University Press, New York (2007)
Friederichs, S., Bolman, C., Oenema, A., Guyaux, J., Lechner, L.: Motivational interviewing in a web-based physical activity intervention with an avatar: randomized controlled trial. J. Med. Internet Res. 16(2), e48 (2014)
Lucas, G., Gratch, J., King, A., Morency, L.P.: Its only a computer: virtual humans increase willingness to disclose. Comput. Hum. Behav. 37, 94–100 (2014)
MartÃnez-Miranda, J., Bresó, A., GarcÃa-Gómez, J.M.: Look on the bright side: a model of cognitive change in virtual agents. In: Bickmore, T., Marsella, S., Sidner, C. (eds.) IVA 2014. LNCS, vol. 8637, pp. 285–294. Springer, Heidelberg (2014)
Miller, W.R., Rollnick, S.: Motivational Interviewing: Preparing People to Change Addictive Behavior. Guilford Press, New York (1991)
Noy, N.F., McGuinness, D.L.: Ontology development 101: a guide to creating your first ontology. Stanford Knowledge Systems Laboratory Technical Report (2001)
Rizzo, A., Lange, B., Buckwalter, J.G., Forbell, E., Kim, J., Sagae, K., Williams, J., Rothbaum, B.O., Difede, J., Reger, G., Parsons, T., Kenny, P.: An intelligent virtual human system for providing healthcare information and support. Med. Meets Virtual Reality 18, 503–509 (2011)
Schulman, D., Bickmore, T., Sidner, C.: An intelligent conversational agent for promoting long-term health behavior change using motivational interviewing. In: AAAI Spring Symposium Series (2011)
Tielman, M., Brinkman, W.-P., Neerincx, M.A.: Design guidelines for a virtual coach for post-traumatic stress disorder patients. In: Bickmore, T., Marsella, S., Sidner, C. (eds.) IVA 2014. LNCS, vol. 8637, pp. 434–437. Springer, Heidelberg (2014)
Acknowledgements
This work is part of the programme Virtual E-Coaching and Storytelling Technology for PTSD, which is financed by the Netherlands Organization for Scientific Research (pr. nr. 314-99-104).
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Tielman, M., van Meggelen, M., Neerincx, M.A., Brinkman, WP. (2015). An Ontology-Based Question System for a Virtual Coach Assisting in Trauma Recollection. In: Brinkman, WP., Broekens, J., Heylen, D. (eds) Intelligent Virtual Agents. IVA 2015. Lecture Notes in Computer Science(), vol 9238. Springer, Cham. https://doi.org/10.1007/978-3-319-21996-7_2
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DOI: https://doi.org/10.1007/978-3-319-21996-7_2
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