A Fuzzy Dynamical Approach for Examining Driver Behavior Criteria Related to Road Safety


Farooq D., MOSLEM S.

2019 Smart Cities Symposium Prague, SCSP 2019, Prague, Czech Republic, 23 - 24 May 2019, (Full Text) identifier

  • Nəşrin Növü: Conference Paper / Full Text
  • Doi nömrəsi: 10.1109/scsp.2019.8805741
  • Çap olunduğu şəhər: Prague
  • Ölkə: Czech Republic
  • Açar sözlər: Decision making, Driver behavior, Fuzzy Analytical Hierarchy Process (FAHP), Road safety
  • Açıq Arxiv Kolleksiyası: Konfrans Materialı
  • Adres: Bəli

Qısa məlumat

The driver behavior identification is key to efforts to reduce driver injury and fatality risk. The paper aims to valorize and prioritize the most significant driver behavior criteria related to road safety in Budapest city. The study intended to identify similarities and differences in driver behavior criteria between two groups called as young drivers and senior drivers. Also, the study determined that how self-reported aberrant driving behaviors change across the examined group of drivers. As a methodology, the fuzzy analytic hierarchy process (FAHP) was implemented by using real data where two different stakeholder groups involved. Driver behavior questionnaire (DBQ) was designed by considering the main driver behavior categories (violations, errors and lapses), subcategories and related individual behaviors. The integrated fuzzy analytic hierarchy process method ensures a salutary analysis to endeavor vagueness in comparison within and between criteria. The proposed method findings could be convenient to promote safe driving behaviors and highlight the information-based road safety solutions with a focus on the diverse characteristics of each examined group.