Advanced SearchSearch Tips
A Conceptual Framework for Aging Diagnosis Using IoT Devices
facebook(new window)  Pirnt(new window) E-mail(new window) Excel Download
  • Journal title : Journal of KIISE
  • Volume 42, Issue 12,  2015, pp.1575-1583
  • Publisher : Korean Institute of Information Scientists and Engineers
  • DOI : 10.5626/JOK.2015.42.12.1575
 Title & Authors
A Conceptual Framework for Aging Diagnosis Using IoT Devices
Lee, Jae Yoo; Park, Jin Cheul; Kim, Soo Dong;
With the emergence of Internet-of-Things (IoT) computing, it has become possible to acquire users' health-related contexts from various IoT devices and to diagnose their biological aging through analysis of the IoT health contexts. However, previous work on methods of aging diagnosis used a fixed list of aging diagnosis factors, making it difficult to handle the variability of users' IoT health contexts and to dynamically adapt the addition and deletion of aging diagnosis factors. This paper proposes a design and methods for a dynamically adaptable aging diagnosis framework that acquires a set of IoT health contexts from various IoT devices based on a set of aging diagnosis factors of the user. By using the proposed aging diagnosis framework, aging diagnosis methods can be applied without considering the variability of IoT health contexts and aging diagnosis factors can be dynamically added and deleted.
Internet of Things;Health Context;Aging Diagnosis;Variability;Dynamic Adaptation;
 Cited by
Ortiz, A.M., et al., "The Cluster Between Internet of Things and Social Networks: Review and Research Challenges," IEEE Internet of Things Journal, Vol. 1, No. 3, pp. 206-215, 2014. crossref(new window)

Y. Hao, et al., "DataClouds: Enabling Community- Based Data-Centric Services Over the Internet of Things," IEEE Internet of Things Journal, Vol. 1, No. 5, pp. 472-482, 2014. crossref(new window)

X. Ge, et al., "Age Estimation from Human Body Images," Proc. of 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013), pp. 2337-2341, May 2013.

D. Guo, et al., "Image-Based Human Age Estimation by Manifold Learning and Locally Adjusted Robust Regression," IEEE Transactions on Image Processing, Vol. 17, No. 7, pp. 1178-1188, 2008. crossref(new window)

Saxena, A.K. and Saxena, V.K., "Fingerprint based Human Age Group Estimation," Proc. of 2014 Annual IEEE India Conference (INDICON 2014), pp. 1-4, Dec. 2014.

N. Silawat, et al., "Comparative Study of Impact of Age on Physiological Variables, Body Composition and Blood Cholesterol in Selected Physical Education Professionals," Journal of Exercise Science and Physiotherapy, Vol. 5, No. 1, pp. 62-66, 2009.

Brach, J.S., et al., "The Association between Physical Function and Lifestyle Activity and Exercise in the Health, Aging and Body Composition Study," Journal of the American Geriatrics Society, Vol. 52, No. 4, pp. 502-509.

D. Finkel, et al., "Genetic and Environmental Influences on Functional Age: A Twin Study," The Journals of Gerontology: Series B, Vol. 50B, No. 2, pp. 104-113, 1995. crossref(new window)

Nakamura, E. and Miyao, K., "Further Evaluation of the Basic Nature of the Human Biological Aging Process Based on a Factor Analysis of Age-Related Physiological Variables," Journal of Gerontology: Biological Sciences, Vol. 58A, No. 3, pp. 196-204, 2003.

X. Ge, et al., "Body-based Human Estimation at a Distance," Proc. of 2013 IEEE International Conference on Multimedia and Expo Workshops (ICMEW 2013), pp. 1-4, Jul. 2013.

J. Lu and Y.P., Tan, "Regularized Locality Preserving Projections and its Extensions for Face Recognition," IEEE Transactions on Systems, Man, and Cybernetics: Part B, Cybernetics, Vol. 40, No. 3, pp. 958-963, 2010. crossref(new window)

D. Guo, et al., "Locally Adjusted Robust Regression for Human Age Estimation," Proc. of 2008 IEEE Workshop on Applications of Computer Vision (WACV 2008), pp. 1-6, Jan. 2008.

Y. Bae, et al., "Development of Models for Predicting Biological Age (BA) with Physical, Biochemical, and Hormonal Parameters," Archives of Gerontology and Geriatrics, Vol. 47, No. 2, pp. 253-265, 2008. crossref(new window)

S. Lee, et al., "A New PDA based Body Fat Measurement System," Proc. of Asian-Pacific Conference on Biomedical Engineering (EMBS 2003), pp. 44-45, Oct. 2003.