中文核心期刊
CSCD来源期刊
中国科技核心期刊
RCCSE中国核心学术期刊

Journal of Chongqing Jiaotong University(Natural Science) ›› 2015, Vol. 34 ›› Issue (2): 85-88.DOI: 10.3969/j.issn.1674-0696.2015.02.18

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Comprehensive Evaluation of Driving Tendency Based on Principal Factor Analysis

Tan Derong, Shang Qiang, Gao Song, Wang Xiaoyuan   

  1. School of Traffic & Vehicle Engineering, Shandong University of Technology, Zibo 255049, Shandong, China
  • Received:2013-12-29 Revised:2014-02-27 Online:2015-04-15 Published:2015-06-01

基于主因子分析的驾驶倾向综合评价

谭德荣,商强,高松,王晓原   

  1. 山东理工大学 交通与车辆工程学院,山东 淄博 255049
  • 作者简介:谭德荣(1963-),男,山东淄博人,教授,博士,主要从事智能交通和载运工具方面的研究。E-mail: tdrong163@163.com。
  • 基金资助:
    国家自然科学基金项目(61074140);山东省自然科学基金项目(ZR2011EEM034)

Abstract: In order to judge the driving safety tendency of drivers correctly, a driving behavior questionnaire with high reliability and validity was designed, and non-professional drivers was selected to make a questionnaire survey. The survey data was analyzed by factor analysis to extract the driving style, driving skills and judgment reaction as the evaluation index, to realize judgment driving safety tendency by using multi-level fuzzy comprehensive evaluation method.

Key words: traffic safety, driving characters, factor analysis, comprehensive evaluation

摘要: 为正确判断驾驶员的驾驶安全倾向,设计了具有较高信度和效度的驾驶行为问卷,选择非职业驾驶员进行问卷调查。对调查数据进行因子分析,提取了驾驶风格、驾驶技能和判断反应等3个主因子作为评价指标,运用多层次模糊综合评判的方法实现了驾驶安全倾向的判定。

关键词: 交通安全, 驾驶特征, 因子分析, 综合评判

CLC Number: