Automatic evaluation system of driving skill using wearable sensors for personalized safe driving lecture

Masahiro Tada; Haruo Noma; Akira Utsumi; Masaya Okada; Kazumi Renge

Automatic evaluation system of driving skill using wearable sensors for personalized safe driving lecture

Masahiro Tada, Haruo Noma, Akira Utsumi, Masaya Okada, Kazumi Renge

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In this paper, we propose an automatic evaluation system of safe driving skill for personalized driving lecture. Our system use small wireless wearable sensors to directly measure drivers' behavior without giving much stress. By using the sensors together with GPS and driving instructors' knowledge, our system automatically evaluate drivers' safe driving skill. Through experiment in real traffic condition, we have confirmed that our system can point out shortcomings in driving skill with accuracy of over 80%. As the next step, we have applied our system into a driving school and have performed large-scale demonstrational experiment of personalized safe driving lecture. Questionnaire result shows that our system works well as an effective support tool for personalized driving lecture.

Original language	English
Title of host publication	Proceedings of the IADIS International Conference Mobile Learning 2012, ML 2012
Editors	Pedro Isaias, Inmaculada Arnedillo Sanchez, Luis Rodrigues
Publisher	IADIS
Pages	173-180
Number of pages	8
ISBN (Electronic)	9789728939663
Publication status	Published - Jan 1 2012
Externally published	Yes
Event	IADIS International Conference on Mobile Learning 2012, ML 2012 - Berlin, Germany Duration: Mar 11 2012 → Mar 13 2012

Other

Other	IADIS International Conference on Mobile Learning 2012, ML 2012
Country/Territory	Germany
City	Berlin
Period	3/11/12 → 3/13/12

All Science Journal Classification (ASJC) codes

Software
Computer Science Applications
Hardware and Architecture
Information Systems

Cite this

Automatic evaluation system of driving skill using wearable sensors for personalized safe driving lecture. / Tada, Masahiro; Noma, Haruo; Utsumi, Akira et al.

Proceedings of the IADIS International Conference Mobile Learning 2012, ML 2012. ed. / Pedro Isaias; Inmaculada Arnedillo Sanchez; Luis Rodrigues. IADIS, 2012. p. 173-180.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Tada, M, Noma, H, Utsumi, A, Okada, M & Renge, K 2012, Automatic evaluation system of driving skill using wearable sensors for personalized safe driving lecture. in P Isaias, IA Sanchez & L Rodrigues (eds), Proceedings of the IADIS International Conference Mobile Learning 2012, ML 2012. IADIS, pp. 173-180, IADIS International Conference on Mobile Learning 2012, ML 2012, Berlin, Germany, 3/11/12.

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Automatic evaluation system of driving skill using wearable sensors for personalized safe driving lecture

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All Science Journal Classification (ASJC) codes

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