Extended implementation method for virtual sensors: Web-based real-time transportation data collection and analysis for incident management

Abdullah Kurkcu, Ender Faruk Morgul, Kaan Ozbay

Research output: Contribution to journalArticle

Abstract

Open data sources and social media data are gaining increasing attention as important information providers in transportation and incident management. In this paper, practical evidence for the emerging potential of online and open data sources is presented. The authors' previous research on virtual sensors is combined and extended by integrating real-time incident information and social media network engagement. The fundamental contribution of this paper is the development of an extended virtual sensor framework to provide an automated travel time data collection method as incidents occur. In addition, social media data can be useful for more effective real-time incident response. The proposed framework can easily be modified and used to evaluate travel time effects of incidents on roadways and clearance times and to make use of social media data in obtaining time-critical incident-related information.

Original languageEnglish (US)
Pages (from-to)27-37
Number of pages11
JournalTransportation Research Record
Volume2528
DOIs
StatePublished - 2015

ASJC Scopus subject areas

  • Civil and Structural Engineering
  • Mechanical Engineering

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