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Development of an Accident Prediction Model for Intersections of Dhaka City, Bangladesh

International Journal of Computer Applications
© 2012 by IJCA Journal
Volume 47 - Number 16
Year of Publication: 2012
Sonia Rahman

Sonia Rahman. Article: Development of an Accident Prediction Model for Intersections of Dhaka City, Bangladesh. International Journal of Computer Applications 47(16):10-16, June 2012. Full text available. BibTeX

	author = {Sonia Rahman},
	title = {Article: Development of an Accident Prediction Model for Intersections of Dhaka City, Bangladesh},
	journal = {International Journal of Computer Applications},
	year = {2012},
	volume = {47},
	number = {16},
	pages = {10-16},
	month = {June},
	note = {Full text available}


Road accidents are increasing at an alarming rate. Every year more than 1. 17 million people die in road crashes around the world. The majority of these deaths, about 70 percent occur in developing countries . As a developing country, Bangladesh is not out of this situation. The road safety situation in Bangladesh has been deteriorating with rapid growth in population, motorisation, urbanisation and lack of investment in road safety. The combination of rapid urbanization and motorization has made the problem even severe . For our paper at first we collect data to analysis the severity of accident in Bangladesh. We collect the data of accidents & rearrange these with respect to weather ,collision type, day of week etc . For this arrangement we collect the data of accident for the last five years . Our main concern were the intersections of Dhaka city. We then select twenty five intersections and collect data of road width and number of approaches. Then we develop a model of accident prediction with the collected data. The major findings of our project is we found that accidents increase in good weather ,it may be because in good weather drivers may be more relax and less conscious as they think that everything is seen clearly . Another finding is as Dhaka is a populated city, number of accident with pedestrian is much higher than other type (with vehicle ,other objects etc. ) of accidents . Again number of accident increase with increase in number of approaches in a intersection and decrease with increase in road width. From this prediction model we can get the approximate number of accident that can happen per year and we can take proper steps and precautions such as speed breakers , road dividers ,proper signs , marking ,speed limit ,proper signal design to avoid such accidents .


  • Jinn-Tsai WONG, Yi-Shih CHUNG, Ph. D. Candidate, 2007, "Accident analysis and prevention from the chain perspective and revision report", Journal of the Eastern Asia Society for Transportation Studies.
  • Moinul Hossain,Yasunori Muromachi,2010 "Development of a Real Time Crash Prediction Model For Urban Expressway", Journal of the Eastern Asia Society for Transportation Studies.
  • Tri Tjahjono, 2007, "Modeling Traffic Accident occurrence on Indonesian toll roads", Journal of the Eastern Asia Society for Transportation Studies .
  • KIM, Se Hwan, CHUNG, Sung Bong,2005 "Development of an Accident Prediction Model using GLIM (Generalized Log-linear Model) and EB method: A case of Seoul" Journal of the Eastern Asia Society for Transportation Studies.
  • Sabreena Anowar, Md. Didarul Alam, Md. Asif Raihan, 2006, "Analysis of Accident patterns at selected Intersections of an urban arterial" ,ICTCT workshop ,Melbourne.
  • K. M. MANIRUZZAMAN and Raktim MITRA,2005, "Road accident in Bangladesh ",IATSS RESEARCH.
  • Sheikh, Mohammad . 2009, " A Statistical Analysis of Road Traffic Accidents and Casualties in Bangladesh".
  • Ms. Farida Khanom, " Occupational Accident Statistics in Bangladesh: Reality, problems and challenges. " Bangladesh Occupational Safety, Health and Environment Foundation (OSHE)
  • "The Status paper on Road safety problems in Bangladesh ",Bangladesh country Paper.
  • Upal Barua, Richard Tay,2010 " Severity of urban transit bus crashes in Bangladesh" Journal of Advanced Transportation.
  • Safer Roads: Still a Far Cry - "causes of this neglected epidemic" from http://bangladesh-tanim. blogspot. com/2011/07/safer-roads-still-far-cry-causes-of. html
  • Sumon, "Road Accidents - Stand Up Against The Alarming Threat" ,UNESCAP
  • Anjuman, T. , Hasanat-E-Rabbi, S. , Siddiqui, C. K. A. , and Hoque, M. M. 2007, "Road traffic Accidents and Injuries: A Serious Safety Concern in Urban Areas of Bangladesh",7th International Conference on Mechanical Engineering.
  • ARC Updates (2003), "Accident Research Centre", Bangladesh University of Engineering & Technology, BUET, Dhaka, Bangladesh