DocumentCode
131621
Title
Research and Application of Data Mining Technology Used in the Analysis of Smart Home User Behavior
Author
Bo Yin ; Zhe Zhang ; Xi Wang ; Zhiqiang Wei
Author_Institution
Ocean Univ. of China, Qingdao, China
fYear
2014
fDate
10-11 Jan. 2014
Firstpage
476
Lastpage
479
Abstract
At home and abroad, smart home, after more than ten years development is getting more and more attention and favor. With the rapid development of smart home, a huge amount of life data have been accumulated, and these data include a lot of information about user behavior, they can reflect the user´s activity truly and objectively, but these data exist in different data sources, such as computers, smart phones, smart televisions and so on. Most of the current user behavior analyses are aimed at single data source, so it is difficult to meet the demand for isomerization data. This paper targets at isomerization data from different data sources, and makes the right model to find out the characteristics of user behavior.
Keywords
behavioural sciences computing; data mining; home computing; data mining technology; data sources; isomerization data; smart home user behavior analysis; Algorithm design and analysis; Analytical models; Association rules; Data models; Databases; Smart homes; Association Rule; Data Mining; User Behavior Analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Measuring Technology and Mechatronics Automation (ICMTMA), 2014 Sixth International Conference on
Conference_Location
Zhangjiajie
Print_ISBN
978-1-4799-3434-8
Type
conf
DOI
10.1109/ICMTMA.2014.117
Filename
6802734
Link To Document