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Position and Communication Papers of the 16th Conference on Computer Science and Intelligence Systems

Annals of Computer Science and Information Systems, Volume 26

Having Avatar Nestle to User through Dialogues to Develop Exercise Habits with Intention Maintained

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DOI: http://dx.doi.org/10.15439/2021F49

Citation: Position and Communication Papers of the 16th Conference on Computer Science and Intelligence Systems, M. Ganzha, L. Maciaszek, M. Paprzycki, D. Ślęzak (eds). ACSIS, Vol. 26, pages 43–52 ()

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Abstract. Habituation of exercises are in preventing lifestyle-related diseases. However, existing habituation applications fail to address mental factors of individual users. This method, users dialogue daily with avatars assigned to them based on their motivation. The avatar proposes suggestions for short-term goals based on the intention level and the current goal achievement, as well as analysis results based on collected data to users. From the group of pre-survey subjects, we obtained 2 kinds of groups. We created avatars based on each group to verify their effectiveness. We found that the avatars have improved the goal achievements of the subjects．

References

  1. Arora, Charu, et al. Development and validation of health education tools and evaluation questionnaires for improving patient care in lifestyle related diseases. Journal of clinical and diagnostic research: JCDR, 2017, 11.5: JE06.
  2. Manson, Joann E., et al. Physical activity and incidence of non-insulin-dependent diabetes mellitus in women. The Lancet, 1991, 338.8770: 774-778.
  3. Paffenbarger Jr, Ralph S., et al. The association of changes in physical-activity level and other lifestyle characteristics with mortality among men. New England journal of medicine, 1993, 328.8: 538-545.
  4. Stawarz, Katarzyna; COX, Anna L.; BLANDFORD, Ann. Beyond self-tracking and reminders: designing smartphone apps that support habit formation. In: Proceedings of the 33rd annual ACM conference on human factors in computing systems. 2015. p. 2653-2662.
  5. World Health Organization. Global action plan on physical activity 2018-2030: more active people for a healthier world. World Health Organization, 2019.
  6. Pintrich, Paul R., et al. A manual for the use of the Motivated Strategies for Learning Questionnaire (MSLQ). 1991.
  7. Takamura, Hiroya; Inui, Takashi; Okumura, Manabu. Extracting semantic orientations of words using spin model. In: Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL 05). 2005. p. 133-140.
  8. Locke, Edwin A.; Latham, Gary P. Building a practically useful theory of goal setting and task motivation: A 35-year odyssey. American psychologist, 2002, 57.9: 705.
  9. Lally, Phillippa, et al. How are habits formed: Modelling habit formation in the real world. European journal of social psychology, 2010, 40.6: 998-1009.
  10. Kaushal, Navin; Rhodes, Ryan E. Exercise habit formation in new gym members: a longitudinal study. Journal of Behavioral Medicine, 2015, 38.4: 652-663.
  11. Mazzotta, Irene; de Rosis, Fiorella; Carofiglio, Valeria. Portia: A user-adapted persuasion system in the healthy-eating domain. IEEE Intelligent systems, 2007, 22.6: 42-51.
  12. Carnevale, Peter JD; Isen, Alice M. The influence of positive affect and visual access on the discovery of integrative solutions in bilateral negotiation. Organizational behavior and human decision Processes, 1986, 37.1: 1-13.
  13. Forgas, Joseph P. On feeling good and getting your way: Mood effects on negotiator cognition and bargaining strategies. Journal of personality and social psychology, 1998, 74.3: 565.
  14. Reeves, Byron; Nass, Clifford. The media equation: How people treat computers, television, and new media like real people. Cambridge, UK: Cambridge university press, 1996.
  15. Fitzpatrick, Kathleen Kara; Darcy, Alison; Vierhile, Molly. Delivering cognitive behavior therapy to young adults with symptoms of depression and anxiety using a fully automated conversational agent (Woebot): a randomized controlled trial. JMIR mental health, 2017, 4.2: e19.
  16. Morris, Jeremy N.; Hardman, Adrianne E. Walking to health. Sports medicine, 1997, 23.5: 306-332.
  17. OGILVIE, David, et al. Interventions to promote walking: systematic review. bmj, 2007, 334.7605: 1204.
  18. https://www.mhlw.go.jp/content/10900000/000687163.pdf
  19. LINE,LINE | always at your side. https://line.me/en/.
  20. Zoom,Zoom Meetings - Zoom.https://zoom.us/meetings.
  21. Telegram,Telegram Messenger.https://telegram.org/.
  22. Elasticsearch, Elasticsearch: The Official Distributed Search & Analytics Engine | Elastic.https://www.elastic.co/elasticsearch/.