• 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