PEGASO Fit for Future

Giuseppe Andreoni, Renata Guarneri


Challenging teen-agers in their own fields and areas of interest, PEGASO – Fit 4 Future - aims at promoting a sustainable behavior change towards healthy lifestyles, with a holistic and multidisciplinary approach. PEGASO is based on a mobile, social and networked gaming platform, considered as a powerful tool to actively engage the younger population in activities that will stimulate healthier choices in their daily lives to counterfeit sedentariness, overweight up to obesity. To support this action, in the platform, represented by the smartphone, three main functionalities are implemented: an individual & environmental monitoring through wearable devices, a feedback system for providing a feedback in terms of “health status” changes, the Social connectivity and engagement to support motivation.


  1. Ogden CL, Carroll MD, Kit BK, Flegal KM. Prevalence of childhood and adult obesity in the United States, 2011-2012. Journal of the American Medical Association 2014; 311(8): 806-814.
  2. National Center for Health Statistics. Health, United States, 2011: With Special Features on Socioeconomic Status and Health. Hyattsville, MD; U.S. Department of Health and Human Services; 2012.)
  3. Visions for Horizon 2020 - Copenhagen Research Forum, 2012.
  4. World Health Organization. Population-based prevention strategies for childhood obesity: report of a WHO forum and technical meeting, Geneva, 15-17. December 2009.
  5. Sanders, E. B., (2002). From User-Centered To Participatory Design Approaches. Design, 1-7. Taylor &Francis.
  6. Fogg, B.J., (2009). A Behavior Model for Persuasive Design, Proceedings of the 4th International Conference on Persuasive Technology Persuasive 09, ISBN: 9781605583761.
  7. Caon M, Carrino S, Guarnieri R, Andreoni G, Lafortuna CL, Abou Khaled O, and Mugellini E. A Persuasive System for Obesity Prevention in Teenagers: a Concept. Second International Workshop on Behavior Change Support Systems (BCSS 2014) pp 17-20,
  8. Fenner JW, Brook B, Clapworthy G, Coveney PV, Feipel V, Gregersen H, Hose DR, Kohl P, Lawford P, McCormack KM, Pinney D, Thomas SR, Van Sint Jan S, Waters S, Viceconti M. The EuroPhysiome, STEP and a roadmap for the virtual physiological human. Philos Trans A Math Phys Eng Sci. 2008; 366: 2979-2999.
  9. Brug J., Oenema A., and Campbell M., Past, present, and future of computer-tailored nutrition education., Am. J. Clin. Nutr., vol. 77, no. 4 Suppl, p. 1028S-1034S, Apr. 2003.
  10. den Akker HO, Moualed LS, Jones VM, and Hermens HJ, A self-learning personalized feedback agent for motivating physical activity, Proc. 4th Int. Symp. Appl. Sci. Biomed. Commun. Technol. - ISABEL 7811, pp. 1-5, 2011.
  11. Carrino, S., Caon, M., Abou Khaled, O., Andreoni, G., Mugellini, E. (2014). PEGASO: Towards a Life Companion, in the Proceedings of the 16th International Conference on Human-Computer Interaction, 22 - 27 June 2014, Heraklion, Crete, Greece.
  12. Merten MJ, Williams AL, Shriver LH. Breakfast consumption in adolescence and young adulthood: parental presence, community context, and obesity. Journal of the American Dietetic Association, 2009, 109(8):1384-1391
  13. C. Science, A. Kapoor, P. Johns, K. Rowan, E. A. Carroll, M. Czerwinski, and A. Roseway, “Food and Mood : Just-in-Time Support for Emotional Eating,” ACII2013, pp. 252-257, 2013.
  14. Honka A, Kaipainen K, Hietala H, Saranummi N. Rethinking Health: ICT-Enabled Services to Empower People to Manage Their Health. IEEE Rev Biomed Eng. 2011; 4 :119-139.
  15. World Health Organization, 1948. Preamble to the Constitution of the World Health Organization as adopted by the International Health Conference, New York, 19-22 June, 1946; signed on 22 July 1946 by the representatives of 61 States (Official Records of the World Health Organization, no. 2, p. 100) and entered into force on 7 April 1948. Available at:
  16. Commission of European Community. Green Paper - Promoting healthy diets and physical activity: a European dimension for the prevention of overweight, obesity and chronic diseases. COM(2005) 637, Brussels, December 2005.
  17. World Health Organization. Global Strategy on Diet, Physical Activity and Health, Geneva, 2004.
  18. World Health Organization. Global Strategy on Diet, Physical Activity and Health. A framework to monitor and evaluate implementation, Geneva, 2006.
  19. Consensus statement: Childhood Obesity. J Clin Endocrinol Metab. 2005; 90: 1871-87.
  20. Lobstein T et al. Obesity in children and young people: a crisis in public health. Obes Rev. 2004; 5 Suppl 1:4-104.
  21. Rey-López JP et al. Food and drink intake during television viewing in adolescents: the Healthy Lifestyle in Europe by Nutrition in Adolescence (HELENA) study. Public Health Nutr. 2011;14(9):1563-9.
  22. Currie C et al. eds. Social determinants of health and well-being among young people. Health Behavior in School-aged Children (HBSC) study: international report from the 2009/2010 survey. Copenhagen, WHO Regional Office for Europe, 2012 (Health Policy for Children and Adolescents, No. 6).
  23. EUGLOREH2007 project The Status of Health in the European Union: Towards a Healthier Europe, available at:
  24. World Health Organization. Obesity: Preventing and Managing the Global Epidemic. Report of a WHO Consultation. WHO Technical Report Series no. 894. WHO: Geneva, 2000.
  25. Müller-Riemenschneider F et al. Health-economic burden of obesity in Europe. Eur J Epidemiol. 2008; 23: 499-509.
  26. Dent M. The economic burden of obesity. Oxford: National Obesity Observatory, 2010.
  27. Trasande L & Chatterjee S. The impact of obesity on health service utilization and costs in childhood. Obesity (Silver Spring). 2009; 17: 1749-54.
  28. Gortmaker SL et al. Social and economic consequences of overweight in adolescence and young adulthood. N Engl J Med 1993; 329: 1008-1012.
  29. World Health Organization. 2008-2013 Action plan for the global strategy for the prevention and control of noncommunicable diseases. Geneva, 2008.

Paper Citation

in Harvard Style

Guarneri R. and Andreoni G. (2014). PEGASO Fit for Future . In European Project Space on Computational Intelligence, Knowledge Discovery and Systems Engineering for Health and Sports - EPS Rome, ISBN 978-989-758-154-0, pages 77-96. DOI: 10.5220/0006156800770096

in Bibtex Style

@conference{eps rome14,
author={Renata Guarneri and Giuseppe Andreoni},
title={PEGASO Fit for Future},
booktitle={European Project Space on Computational Intelligence, Knowledge Discovery and Systems Engineering for Health and Sports - EPS Rome,},

in EndNote Style

JO - European Project Space on Computational Intelligence, Knowledge Discovery and Systems Engineering for Health and Sports - EPS Rome,
TI - PEGASO Fit for Future
SN - 978-989-758-154-0
AU - Guarneri R.
AU - Andreoni G.
PY - 2014
SP - 77
EP - 96
DO - 10.5220/0006156800770096