Making Context Aware Decision from Uncertain Information in a Smart Home: A Markov Logic Network Approach

Abstract : This research addresses the issue of building home automa- tion systems reactive to voice for improved comfort and autonomy at home. The focus of this paper is on the context-aware decision process which uses a dedicated Markov Logic Network approach to benefit from the formal logical representation of domain knowledge as well as the abil- ity to handle uncertain facts inferred from real sensor data. The approach has been experimented in a real smart home with naive and users with special needs.
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Pedro Chahuara, François Portet, Michel Vacher. Making Context Aware Decision from Uncertain Information in a Smart Home: A Markov Logic Network Approach. Ambient Intelligence, Dec 2013, Dublin, Ireland. pp.78--93. ⟨hal-00953262⟩

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