Mining Human Movement Patterns for Big Data for Healthcare Applications in Smart Home
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2018, Vol 2, Issue 3
Abstract
Nowadays, there is an ever-increasing migration of people to urban areas. Health care services are one of the most challenging aspects that is greatly affected by the vast influx of people to city centers. Consequently, cities around the world are investing heavily in digital transformation in an effort to provide healthier ecosystem for people. In this paper, we propose a model that utilizes smart home big data as a means of learning and discovering human activity patterns for health care applications. We propose the use of frequent pattern mining, cluster analysis and prediction to measure and analyze energy usage changes sparked by occupants behavior. Ishwaramma | Mohamed Rafi"Mining Human Movement Patterns for Big Data for Healthcare Applications in Smart Home" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-3 , April 2018, URL: http://www.ijtsrd.com/papers/ijtsrd11700.pdf http://www.ijtsrd.com/engineering/computer-engineering/11700/mining-human-movement-patterns-for-big-data-for-healthcare-applications-in-smart-home/ishwaramma
Authors and Affiliations
Keywords
Related Articles
- EP ID EP360601
- DOI -
- Views 91
- Downloads 0
Comparative Study of Strength of Fibre Reinforced Geo polymer Concrete and Conventional (OPC) Concrete
Concrete is the world' most versatile, reliable and durable construction material. Concrete is the most used material, which requires large quantities of Portland Cement for its production. Ordinary Portland Cement produ...
Critical Literature Review on Chatbots in Education
Chabot, a virtual teaching aid diminishing the monotonous duties of educators, is being researched and exploited in the sector of education. It has been configured in such a manner that customized learning atmosphere is...
Green Manufacturing
Green manufacturing is the process in which the production process are done with new and unique method which are helpful in establishing environment friendly operations for manufacturing. Green manufacturers research and...
Content Evolution in South Indian Cinema Mediated by Digital Technologies of 21st Century
In spite of other media industries such as Radio, Print and Television adapted to using digital technologies, the cinema industry stuck in celluloid medium itself until second decade of 21st century until the computation...
Preliminary Report on Multiple Harvests of Microgreens from Chickpea Cicer arietinum Seeds
Microgreens are edible baby plants with huge potential for leafy vegetable production and many consider this plant based functional food as the new “Superfood”. Microgreens have many advantages over sprouts and they help...