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Situation-driven Framework for Context-aware Computing
一种场景驱动的情境感知计算框架

Keywords: Context awareness,Situation recognition,Artificial neural network,Pervasive computing
情境感知
,场景识别,人工神经网络,普适计算

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Abstract:

Context aware systems generally use contexts to drive higher applications. Because context information is di- verse in types and values,the systems developed are poor in extensibility and stability. This paper proposed a situation- driven model for context awareness computing. The framework is based on situation information, and it can shield the heterogeneity and diversity of original context information. Situation-recognition is the kernel of this framework. The situation is recognized from basic context information,and is used to drive related applications. This framework simpli- fies the processing on designing a system, and is helpful in improving the systems' extensibility and stability. The mech- anism of situation recognition based on neural network avoids the problem of knowledge explosion when it uses the mechanism of reasoning. A prototype system was implemented, and it validated the proposed infrastructure.

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