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
Link To Document