Skip to main content
Top

2013 | OriginalPaper | Chapter

A Study to Prediction Modeling of the Number of Traffic Accidents

Authors : Young-Suk Chung, Jin-Mook Kim, Dong-Hyun Kim, Koo-Rock Park

Published in: Multimedia and Ubiquitous Engineering

Publisher: Springer Netherlands

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Traffic accidents are one of the big problems of modern society. The social damage caused by the traffic accidents are increasing. So, there have been a variety of research analyses to predict the traffic accidents. But there are few studies to predict the frequency of traffic accidents. In this paper, the modeling proposes applying the Markov chain modeling to predict the traffic accidents. In this paper, it is expected that the proposed traffic accident prediction modeling to predict the number of traffic accidents.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
2.
go back to reference Shim K-B (2009) The determination of risk group and severity by traffic accidents types—focusing on Seoul City. J Korea Soc Road Eng 11(2):195–203 Shim K-B (2009) The determination of risk group and severity by traffic accidents types—focusing on Seoul City. J Korea Soc Road Eng 11(2):195–203
3.
go back to reference Choi Y-H, Oh YT, Choi K, Lee CK, Yun I (2012) Traffic crash prediction models for expressway ramps. J Korea Soc Road Eng 14(5):133–143 Choi Y-H, Oh YT, Choi K, Lee CK, Yun I (2012) Traffic crash prediction models for expressway ramps. J Korea Soc Road Eng 14(5):133–143
4.
go back to reference Sin G-H, Song Y-J, You Y-G (2011) Ridge road surface frost prediction and monitoring system. J Korea Contents Assoc 11(11):42–48CrossRef Sin G-H, Song Y-J, You Y-G (2011) Ridge road surface frost prediction and monitoring system. J Korea Contents Assoc 11(11):42–48CrossRef
5.
go back to reference Grinstead CM (1997) Introduction to probability, 2nd revised edn. American Mathematical Society, Providence, pp 405–406 (in press) Grinstead CM (1997) Introduction to probability, 2nd revised edn. American Mathematical Society, Providence, pp 405–406 (in press)
6.
go back to reference Kim Y-G, Baek Y, Peter In H, Baik D-K (2006) A probabilistic model of damage propagation based on the Markov process. J KIISE 33(8):524–535 Kim Y-G, Baek Y, Peter In H, Baik D-K (2006) A probabilistic model of damage propagation based on the Markov process. J KIISE 33(8):524–535
7.
go back to reference Kim Y-J, Park C-S (2008) Prediction of occupant’s presence in residential apartment buildings using Markov chain. Korea Institute of Architectural Sustainable Environment and building System. 2008 autumn conference, pp 116–121 Kim Y-J, Park C-S (2008) Prediction of occupant’s presence in residential apartment buildings using Markov chain. Korea Institute of Architectural Sustainable Environment and building System. 2008 autumn conference, pp 116–121
8.
go back to reference Ha C-S, Han S-Y (2004) Reliability evaluation of AGT vehicle system using Markov chains. 2003 autumn conference and annual meeting of the Korean society for railway, pp 91–96 Ha C-S, Han S-Y (2004) Reliability evaluation of AGT vehicle system using Markov chains. 2003 autumn conference and annual meeting of the Korean society for railway, pp 91–96
Metadata
Title
A Study to Prediction Modeling of the Number of Traffic Accidents
Authors
Young-Suk Chung
Jin-Mook Kim
Dong-Hyun Kim
Koo-Rock Park
Copyright Year
2013
Publisher
Springer Netherlands
DOI
https://doi.org/10.1007/978-94-007-6738-6_77