赵小薇

个人信息Personal Information

副教授

硕士生导师

性别:女

毕业院校:大连理工大学

学位:博士

所在单位:软件学院、国际信息与软件学院

学科:软件工程

办公地点:大连理工大学开发区校区软件学院综合楼319

联系方式:18904111411

电子邮箱:xiaowei.zhao@dlut.edu.cn

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ITS-Frame: A Framework for Multi-Aspect Analysis in the Field of Intelligent Transportation Systems

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论文类型:期刊论文

发表时间:2019-08-01

发表刊物:IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

收录刊物:SCIE、EI

卷号:20

期号:8

页面范围:2893-2902

ISSN号:1524-9050

关键字:Impact analysis; topic analysis; collaboration patterns; intelligent transportation systems (ITS)

摘要:Intelligent transportation systems (ITS) have been developed rapidly over the last few decades because of global urbanization and industrialization. ITS involve a wide range of different technologies and applications such as automatic road enforcement, dynamic traffic light sequence, and as a result, a significant number of scientific papers have been published in the field of ITS. In this paper, we present a useful insight into the development of ITS area by systematically analyzing the publications over the period of 20 years. First, we identify the most cited papers and most impactful authors in the field. Second, in the aspect of topic analysis, we identify some active keywords. To do so, we develop a keyword co-occurrence network to find topics in the ITS field. Finally, for the collaboration pattern analysis, we construct two networks to interpret collaboration patterns, including a co-authorship network, and an author co-keyword network to show the development and research tendency of ITS. Some most interesting findings from our investigation include the following: 1) Besides the USA, China and Europe have begun to play an increasingly significant role in this field and 2) GPS, traffic control, and road safety show an upward trend from the analysis of the evolution of ITS research topics, given the rise of new research areas such as autonomous vehicles. Our first-hand investigation and analysis of the literature provides a valuable reference to research activities in the development of ITS field and presents worthy insights on the current status and future technical trends.