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. Apolloni
Primo
;
A. Brega
Secondo
;
D. Malchiodi
Penultimo
;
C. Mesiano
Ultimo
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.
Settore INF/01 - Informatica
2004
Book Part (author)
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/160358
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