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Senior health management through internet of things and real-time big data analytics

Published:09 September 2015Publication History

ABSTRACT

In 10 years, one third of the population in developed countries will be 60-years or older. 90% of seniors want to age in their own homes, not a facility. Families want to know that their aging parents are healthy and safe. It is extremely challenging for seniors with chronic conditions to manage their day-to-day medical needs and prevent medical emergencies, e.g. stroke, fall, etc. With the rapid growth of Internet of Things, increasing popularity of wearable medical devices or monitor devices, and other sensors at home, the opportunity for senior health management and prevention of medical emergency at home has never been better with big data platform, integration of massive and diverse data sources, e.g. medical charts from doctor's office, prescription information from pharmacies, claims data from insurance companies, more importantly, real-time data stream from Internet-of-things, wearable devices, and other vital and sensor data at home; and even more critically, real-time alerts of various risks from predictive analytics connected with providers, care givers and family members. In this paper, we will analyze the scope of the problem, and present current status and challenges in this area. Secondly we will propose a prototype schema to address this problem through Internet of things and real-time big data predictive analytics. Finally we will discuss some technical and non-technical challenges observed.

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            • Published in

              cover image ACM Conferences
              BCB '15: Proceedings of the 6th ACM Conference on Bioinformatics, Computational Biology and Health Informatics
              September 2015
              683 pages
              ISBN:9781450338530
              DOI:10.1145/2808719

              Copyright © 2015 Owner/Author

              Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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              Association for Computing Machinery

              New York, NY, United States

              Publication History

              • Published: 9 September 2015

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              Acceptance Rates

              BCB '15 Paper Acceptance Rate48of141submissions,34%Overall Acceptance Rate254of885submissions,29%
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