• DocumentCode
    2381794
  • Title

    Building Customizable Context-aware Systems

  • Author

    Yu, Lian ; Wang, Zengguang ; Huang, Yu ; Chen, Songlin

  • Author_Institution
    Sch. of Software & Microelectron., Peking Univ., Beijing, China
  • fYear
    2011
  • fDate
    25-27 May 2011
  • Firstpage
    252
  • Lastpage
    256
  • Abstract
    Context-aware systems provide proactive services for users based on environment contexts. However, most of the existing frameworks were introduced for special applications or technology without flexible support for different domain applications. This paper proposes context-aware systems, and addresses the important issues of system customization, evolutionary context rules, interaction mechanism and context-usage patterns. Customization allows effectively configuring and managing its functional modules to fit domain applications with minimum configuration. Context rules are constantly extracted and evolved by accommodating new data to evolutionary mining. Interaction mechanism focuses on the mutual effects between systems and context world, making system response more immediately and accurately. Context-usage patterns explicitly define the typical context-usage ways in the systems. Therefore, the system proposed is adaptive to apply different context domains with scalability and reusability to provide more intelligent, personalized and proactive services to users.
  • Keywords
    data mining; ubiquitous computing; context-usage patterns; customizable context-aware system; evolutionary context rules; evolutionary mining; interaction mechanism; proactive services; system customization; Cognition; Context; Context modeling; Data mining; Ontologies; Real time systems; Rough sets; context-aware systems; context-usage pattern; customization; evolutionary context rule extraction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Service Sciences (IJCSS), 2011 International Joint Conference on
  • Conference_Location
    Taipei
  • Print_ISBN
    978-1-4577-0326-3
  • Electronic_ISBN
    978-0-7695-4421-2
  • Type

    conf

  • DOI
    10.1109/IJCSS.2011.57
  • Filename
    5960342