We consider the task of monitoring the awareness state of a driver engaged in attention demanding manoeuvres. A Boolean normal form launches a flag when the driver is paying special attention to his guiding. The contrasting analysis of these flags with the physical parameters of the car may alert a decision system whenever the driver awareness is judged unsatisfactory. The paper presents preliminary results showing the feasibility of the task.
Detecting driving awareness / B. Apolloni, A. Brega, D. Malchiodi, C. Mesiano - In: Knowledge discovery in databases - PKDD 2004 : 8th european conference on principles and practice of knowledge discovery in databases, Pisa, Italy, september 20-24, 2004 : proceedings / [a cura di] J.-F. Boulicaut, F. Esposito, F. Giannotti, D. Pedreschi. - Berlin : Springer, 2004. - ISBN 3540231080. - pp. 528-530 (( Intervento presentato al 8th. convegno European Conference on Principles of Knowledge Discovery in Databases tenutosi a Pisa, Italy nel 2004.
Detecting driving awareness
B. ApolloniPrimo
;A. BregaSecondo
;D. MalchiodiPenultimo
;C. MesianoUltimo
2004
Abstract
We consider the task of monitoring the awareness state of a driver engaged in attention demanding manoeuvres. A Boolean normal form launches a flag when the driver is paying special attention to his guiding. The contrasting analysis of these flags with the physical parameters of the car may alert a decision system whenever the driver awareness is judged unsatisfactory. The paper presents preliminary results showing the feasibility of the task.Pubblicazioni consigliate
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