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
Link To Document :
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