• DocumentCode
    3124165
  • Title

    Context-aware reasoning middle ware applied in the mobile environment

  • Author

    Jian Wu ; Chunping Li ; Yishu Miao ; Shaoxu Song ; Li Li ; Qiang Ding

  • Author_Institution
    Sch. of Software, Tsinghua Univ., Beijing, China
  • Volume
    04
  • fYear
    2013
  • fDate
    14-17 July 2013
  • Firstpage
    1829
  • Lastpage
    1835
  • Abstract
    With the development of the mobile technology, smart phone plays a increasingly important role in people´s life which makes it attractive to integrate the context-aware computing with the phone. Middleware is the most common method to support context-aware applications which use the context information to adapt interfaces to respond to user. But the relative weak computing power of the phone and the complex uncertain environment become the A chilles´ heel for middleware systems on the mobile devices. This paper presents a Context-Aware Reasoning Middleware (CARM) which provides a solution by adopting the Bayesian network for uncertain inference and designing a mechanism to give the middleware an access to powerful computation ability. We implement the middleware system and shown that the CARM lets applications on the phone to gain the ability of becoming more context-aware.
  • Keywords
    belief networks; inference mechanisms; middleware; mobile computing; smart phones; uncertainty handling; Bayesian network; CARM; complex uncertain environment; context information; context-aware applications; context-aware computing; context-aware reasoning middle ware; interface adaptation; middleware systems; mobile devices; mobile environment; mobile technology; smart phone; uncertain inference; Abstracts; Bayes methods; Context; Middleware; Mobile communication; OWL; Resource description framework; Bayesian Network; Context Awareness; Middleware; Uncertain Reasoning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2013 International Conference on
  • Conference_Location
    Tianjin
  • Type

    conf

  • DOI
    10.1109/ICMLC.2013.6890894
  • Filename
    6890894