National Highway Road Accidents Analysis Using Data Mining Technique

Authors

  • K. Sridharan  Asst Prof/ Ph.D Research Scholar, Department of Computer Science & Applications, Sri Vidya Mandir Arts & Science College, Katteri, Uthangarai, Tamilnadu, India
  • Dr. T. Balasubramanian  Associate Prof/Head, Department of Computer Science & Applications, Sri Vidya Mandir Arts & Science College, Katteri, Uthangarai, Tamilnadu, India

Keywords:

Road Accident, Accident analysis, Data Mining, Clustering, Association Rule Mining

Abstract

Today, the government sets priority in enhancing the highway roads where the road safety is main focus. The increase in the vehicles, traffic lead to road accidents. Data Mining is frequently used technique in identifying the factors behind the road accident. The main aim of this research is to identify the factors behind the road accident in national highways in Tamilnadu, using Data Mining techniques. For this research the data is taken from National Highways Authority of India. This paper focuses the study of Clustering algorithms that have to be applied to the road accidents.

References

  1. http://indianexpress.com/article/india/road-accidents-in-india-2016-17-deaths-on-roads-every-hour-chennai-and-delhi-most-dangerous-4837832/
  2. Sachin Kumar , Durga Toshniwal ,“Analyzing Road Accident Data Using Association Rule Mining”, IEEE 2015 International Conference on Computing, Communication and Security (ICCCS).
  3. S. Krishnaveni and M. Hemalatha. “A perspective analysis of traffic accident using data mining techniques”. International Journal of Computer Applications,
  4. X-F Zhang, and L. Fan. “A decision tree approach for traffic accident analysis of Saskatchewan highways”, 26th Annual Canadian Conference on IEEE, 5-8 May, 2013
  5. www.nhai.org.in/home.aspx
  6. Fraley C, Raftery AE. “Model-based clustering, discriminant analysis, and density estimation”. J Am Stat Assoc. 2002;97(458)
  7. T.Sajana, C.M. Sheela Rani  and K.V.Narayana .”A Survey on Clustering Techniques for Big Data Mining”
  8. Trupti A. Kumbhare Prof. Santosh V. Chobe “An Overview of Association Rule Mining “Algorithms” International Journal of Computer Science and Information Technologies, (IJCSIT)

IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology

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Published

2017-12-31

Issue

Volume 2, Issue 6, November-December-2017

Section

Research Articles

License

Copyright (c) IJSRCSEIT

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

[1]
K. Sridharan, Dr. T. Balasubramanian, " National Highway Road Accidents Analysis Using Data Mining Technique , IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology(IJSRCSEIT), ISSN : 2456-3307, Volume 2, Issue 6, pp.17-21, November-December-2017.