In the Ambient Intelligence (AmI) context, a relevant research topic is represented by the methods for determining users' presence in order to design context-aware systems capable of monitoring the environment in which they operate, and of timely reacting to changes. This work describes an autonomic software agent comprising a double-level reasoning. At the lower level, a Bayesian network merges the available sensory information related to the users' presence, whereas the upper level performs a meta-reasoning on the system performance and configuration in order to enable the system self-assessment. Experimental results show the validity of the proposed method on a sample scenario.
Adelfio, A., DE PAOLA, A., Gaglio, S., LO RE, G., & Ortolani, M. (2010). An Autonomic System for Estimating Human Presence through Bayesian Networks. ATTI DELLA ACCADEMIA DI SCIENZE, LETTERE ED ARTI DI PALERMO. PARTE SECONDA: LETTERE, Serie Sesta Vol I(Serie sesta Vol I), 43-61.
Data di pubblicazione: | 2010 | |
Titolo: | An Autonomic System for Estimating Human Presence through Bayesian Networks | |
Autori: | ||
Citazione: | Adelfio, A., DE PAOLA, A., Gaglio, S., LO RE, G., & Ortolani, M. (2010). An Autonomic System for Estimating Human Presence through Bayesian Networks. ATTI DELLA ACCADEMIA DI SCIENZE, LETTERE ED ARTI DI PALERMO. PARTE SECONDA: LETTERE, Serie Sesta Vol I(Serie sesta Vol I), 43-61. | |
Rivista: | ||
Abstract: | In the Ambient Intelligence (AmI) context, a relevant research topic is represented by the methods for determining users' presence in order to design context-aware systems capable of monitoring the environment in which they operate, and of timely reacting to changes. This work describes an autonomic software agent comprising a double-level reasoning. At the lower level, a Bayesian network merges the available sensory information related to the users' presence, whereas the upper level performs a meta-reasoning on the system performance and configuration in order to enable the system self-assessment. Experimental results show the validity of the proposed method on a sample scenario. | |
Appare nelle tipologie: | 1.01 Articolo in rivista |
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