@article{ref1,
title="Driver classification in order to clarify behavior of the elderly",
journal="Transactions of Society of Automotive Engineers of Japan",
year="2009",
author="Hosokawa, Takashi and Hashimoto, Hiroshi and Tagawa, Takashi and Yoshida, Suguru and Nitta, Shigeki",
volume="40",
number="2",
pages="519-524",
abstract="The purpose of the study is to classify elderly drivers in order to clarify their driving behavior. The classification approach will help us to understand the characteristics and will lead to develop driver assistance systems and education programs in order to prevent traffic accidents of aged drivers. We first applied cluster analysis to driver parameters acquired in driving simulator and questionnaire studies. The result classified subjects into several clusters. We then performed linear discriminant analysis. Depending on the results, we can classify aged drivers with high probability. Evaluation of the linear discriminant functions also revealed characteristics of each cluster.<p /> <p>Language: ja</p>",
language="ja",
issn="0287-8321",
doi="10.11351/jsaeronbun.40.519",
url="http://dx.doi.org/10.11351/jsaeronbun.40.519"
}