CIRCLE: A Cloud-Based Mobile Wellness Management System


  • Yung-Ting Chuang Department of Information Management, National Chung Cheng University, Taiwan



With the rapid pace of technological advancement, more people are spending hours in front of TVs or computers, therefore consuming more calories than their physical bodies need. However, even with the help of these diet applications, most diets still do not last long because people: 1) are tired of repetitive meal plans; 2) have no successful weight-management program to keep their food diaries and activity logs; 3) don't see much weight decrease due to nutritional deficiencies or slow metabolism. Thus, we have developed a user-centered mobile wellness system which: 1) allows users to choose their desired recipes; 2) utilizes USDA's NHANES and MPED 2.0 databases and ensures users getting enough nutrients and intake calories; 3) manages users' weights and exercise activities; 4) utilizes cloud technology. Based on users’ overall feedback, we conclude that our system can promote user-centered weight and nutrition management, thus keeping users' bodies fit and healthy.


(1) 2010 Dietary Guidelines of Americas. Retrieved on June 04, 2015, from

(2) Ahuja, J. K., Moshfegh, A. J., Holden, J. M., & Harris, E. (2013). USDA food and nutrient databases provide the infrastructure for food and nutrition research, policy, and practice. The Journal of nutrition, 143(2), 241S-249S.

(3) Albertson, A. M., Thompson, D. R., Franko, D. L., & Holschuh, N. M. (2011). Weight indicators and nutrient intake in children and adolescents do not vary by sugar content in ready-to-eat cereal: results from National Health and Nutrition Examination Survey 2001-2006. Nutrition research, 31(3), 229-236.

(4) American Cancer Society, "Does body weight affect cancer risk?" Accessed Feb. 10, 2014.

(5), What is Android,, March, 2011.

(6) B. Kaliski, “PKCS #5: Password-Based Cryptography Specification Version 2.0,” RFC 2898, Sep 2000.

(7) Bluetooth, S. I. G. "Bluetooth Core Version 4.0." https://www.bluetooth. org/Technical/Specifications/adopted.htm, Accessed March 30, 2015

(8) Bluetooth, S. I. G. "Bluetooth fast fact",, Accessed Feb. 10, 2014

(9) Bowman, S. A., Friday, J. E., & Moshfegh, A. J. (2008). MyPyramid Equivalents Database, 2.0 for USDA Survey Foods, 2003-2004: Documentation and User Guide. Beltsville, MD: Food Surveys Research Group. Beltsville Human Nutrition Research Center, Agricultural Research Service, US Department of


(10) Cancer. Retrieved on June 04, 2015, from

(11) Causes and Consequences. Retrieved on June 04, 2015, from

(12) Chang, Z. W. (2009). The Study and Implementation of Operating System Porting for Android (Master's thesis). Retrieved from National Digital Library of Theses and Dissertations in Taiwan.

(13) Chen, S. W., Yang, C. H., & Liu, C. T. (2011, August). Design and implementation of live SD acquisition tool in Android smart phone. In Genetic and Evolutionary Computing (ICGEC), 2011 Fifth International Conference on (pp. 157-162). IEEE

(14) Childhood obesity. Retrieved on June 04, 2015, from

(15) Retrieved on June 04, 2015, from

(16) Cisco, C. V. N. I. (2014). Global Mobile Data Traffic

Forecast Update, 2013-2018. Cisco white paper. 2014

(17) Clinical Guidelines on the Identification, Evaluation, and Treatment of Overweight and Obesity in Adults. Retrieved on June 04, 2015, from

(18) Daniel, C. R., Cross, A. J., Koebnick, C., & Sinha, R. (2011). Trends in meat consumption in the USA. Public health nutrition, 14(04), 575-583.

(19) Dillon, T., Wu, C., & Chang, E. (2010, April). Cloud computing: issues and challenges. In Advanced Information Networking and Applications (AINA), 2010 24th IEEE International Conference on (pp. 27-33).

(20) Foster, I., Zhao, Y., Raicu, I., & Lu, S. (2008, November). Cloud computing and grid computing 360-degree compared. In Grid Computing Environments Workshop, 2008. GCE'08 (pp. 1-10).

(21) Harris J, Benedict F. A biometric study of basal metabolism in man, Washington DC: Carnegie Institution, 1919:40-4 (publication 279).

(22) National Health and Nutrition Examination Survey (NHANES) Accessed April 26, 2015

(23) Huang, Y. H., & Chiou, C. J. (1996). Assessment of the health-promoting lifestyle profile on reliability and validity]. The Kaohsiung journal of medical sciences, 12(9), 529-537.

(24) iHealth.

(25) III, V. L. F., Dreher, M., & Davenport, A. J. (2013). Avocado consumption is associated with better diet quality and nutrient intake, and lower metabolic syndrome risk in US adults: results from the National Health and Nutrition Examination Survey (NHANES) 2001-2008.

(26) Lee, J. S., Su, Y. W., & Shen, C. C. (2007, November). A comparative study of wireless protocols: Bluetooth, UWB, ZigBee, and Wi-Fi. In Industrial Electronics Society, 2007. IECON 2007. 33rd Annual Conference of the IEEE (pp. 46-51). IEEE.

(27) Kanazawa, M., Yoshiike, N., Osaka, T., Numba, Y., Zimmet, P., & Inoue, S. (2002). Criteria and classification of obesity in Japan and Asia?Oceania. Asia Pacific journal of clinical nutrition, 11(s8), S732-S737.

(28) Katzmarzyk, P. T., Church, T. S., Janssen, I., Ross, R., & Blair, S. N. (2005). Metabolic syndrome, obesity, and mortality impact of cardiorespiratory fitness. Diabetes care, 28(2), 391-397.

(29) L. Balducci, G. Lyman, W. Ershler, and M. Extermann, Comprehensive Geriatric Oncology. New York: Informa Healthcare, 2004, pp. 331-333.

(30) Long, C. L. "The energy and protein requirements of the critically ill patient."Nutritional assessment. Blackwell Scientific Publications, Inc. Boston, 1984. 169.

(31) Mell, P., & Grance, T. (2009). The NIST definition of cloud computing. National Institute of Standards and Technology, 53(6), 50.

(32) MyPyramid Equivalents Database, 2.0 for USDA Survey Foods, 2003-2004: Documentation and User Guide. Sept. 2008,, Accessed April 29, 2015

(33) Obesity Prevention. Retrieved on June 04, 2015, from

(34) O'Neil, C. E., Zanovec, M., Cho, S. S., & Nicklas, T. A. (2010). Whole grain and fiber consumption are associated with lower body weight measures in US adults: National Health and Nutrition Examination Survey 1999-2004. Nutrition research, 30(12), 815-822.

(35) O'Neil, C. E., Nicklas, T. A., Rampersaud, G. C., & Fulgoni, V. L. (2011). One hundred percent orange juice consumption is associated with better diet quality, improved nutrient adequacy, and no increased risk for overweight/obesity in children. Nutrition research, 31(9), 673-682.

(36) Roza AM, Schizgal HM. The Harris Benedict equation reevaluated:, resting energy requirement and the body cell mass. Am J Clin Nutr l984;40: 168-82.

(37) Stewart, H., Hyman, J., Frazao, E., Buzby, J. C., & Carlson, A. (2011). Can low-income Americans afford to satisfy MyPyramid fruit and vegetable guidelines?. Journal of nutrition education and behavior, 43(3), 173-179.

(38) Stunkard, A. J., & Sobal, J. (1995). Psychosocial consequences of obesity. Eating disorders and obesity: A comprehensive handbook, 417-421.

(39) The Food Guide Pyramid. Retrieved on June 04, 2015, from

(40) The Food Guide Pyramid. Retrieved on April 26, 2015, from

(41) U.S. Department of Health and Human Services. The Surgeon General's call to action to prevent and decrease overweight and obesity. [Rockville, MD]: U.S. Department of Health and Human Services, Public Health Service, Office of the Surgeon General, 2001. Available from: US GPO, Washington.

(42) United States Department of Agriculture, Retrieved on June 04, 2015, from

(43) Vaughan, L., Zurlo, F., & Ravussin, E. (1991). Aging and energy expenditure. The American journal of clinical nutrition, 53(4), 821-825.

(44) Wolf, A. M. & Colditz, G.A.. Current estimates of the economic cost of obesity in the United States. Obesity Research.1998;6(2):97–106.

(45) Wolf, A. M. (1998). What is the economic case for treating obesity?. Obesity research, 6(S1), 2S-7S.

(46) World Health Organization, J., & Consultation, F. E. (2003). Diet, nutrition and the prevention of chronic diseases. WHO technical report series, (916), 1-60.

(47) World Health Organization. (2000). Obesity: preventing and managing the global epidemic (WHO Technical Report Series No. 894). World Health Organization.

(48) Zanovec, M., O'Neil, C. E., Cho, S. S., Kleinman, R. E., & Nicklas, T. A. (2010). Relationship between whole grain and fiber consumption and body weight measures among 6-to 18-year-olds. The Journal of pediatrics, 157(4), 578-583.




How to Cite

Chuang, Y.-T. (2016). CIRCLE: A Cloud-Based Mobile Wellness Management System. Journal of Biomedical Engineering and Medical Imaging, 3(6), 68.