A Stochastic Approach for Creating Context-aware Services based on Context Histories in Smart Home
نویسندگان
چکیده
In this paper, we present a context-aware service platform called Synapse and its simple smart home test bed. By exploiting the recorded histories of contexts and services, Synapse can learn different users’ habits. Then Synapse can predict the most relevant services that users will use in the current situation based on their habits, and provide services in Active Mode and Passive Mode. Considering the challenges faced, we apply a stochastic approach – Bayesian Networks [17] to build the model of Synapse, and implement a flexible, end-user manageable system, which can absorb various uncertainties from multi-dimensional sensor data and provide personalized services.
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تاریخ انتشار 2005