Title :
Smart home web of objects-based IoT management model and methods for home data mining
Author :
Jeu Young Kim;Hark-Jin Lee;Ji-Yeon Son;Jun-Hee Park
Author_Institution :
Smart Home Factory Ressearch Section, ETRI, Daejeon, South Korea
Abstract :
Nowadays, much research in recent years has focused on IoT (Internet of Things). The home domain is the most important research area of IoT, because there expected accounts of home smart device for over 40 percent of connected device excepting mobile phone. Furthermore, enormous data is generated by home smart device. There is growing concern, but the previous works didn´t address enough to manage and analyze home data. The purpose of this study is to describe and examine to manage the aggregated home IoT data based on SWO (Smart home Web of Objects), and SWO analytics platform. We shows the implementation of SWO analytics platform and a case study using real data from smart metering devices for analysis of appliance usage patterns.
Keywords :
"Protocols","Analytical models","Data models","Smart homes","Home appliances","Data mining","Data analysis"
Conference_Titel :
Network Operations and Management Symposium (APNOMS), 2015 17th Asia-Pacific
DOI :
10.1109/APNOMS.2015.7275448