UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 5
May-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1905K57


Registration ID:
212689

Page Number

442-449

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Title

Design And Implement of Road Accident Analysis For Indian States Using Association Mining.

Abstract

Data Mining is a technique which deals with huge and complex data sets which has led to globalization that has affected many countries. There has been an excessive increase in the economic activities and consumption level, leading to increase of travel and transportation. Road traffic accidents are among the foremost cause of death and injury worldwide. In order to give safe driving suggestions, careful analysis of roadway traffic data is necessary to find out parameters that are closely related to fatal accidents. So, there is need of system which provide better solution for such problems. In this paper we apply statistics analysis and data mining algorithms on the Fatal Accident dataset as an attempt to address this problem. The relationship between mortal rate and other attributes including monthly analysis, age , victim condition , road surface condition, light and weather condition, and on the basis of gender were investigated. Association rules were discovered by Apriori algorithm, classification model was built by Naïve Bayes classifier, and clusters were formed by simple K-means clustering algorithm.

Key Words

Data mining, Association rule, Clustering, K-means algorithm, Classification rule, Naïve Bayes algorithm.

Cite This Article

" Design And Implement of Road Accident Analysis For Indian States Using Association Mining.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 5, page no.442-449, May-2019, Available :http://www.jetir.org/papers/JETIR1905K57.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

" Design And Implement of Road Accident Analysis For Indian States Using Association Mining.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 5, page no. pp442-449, May-2019, Available at : http://www.jetir.org/papers/JETIR1905K57.pdf

Publication Details

Published Paper ID: JETIR1905K57
Registration ID: 212689
Published In: Volume 6 | Issue 5 | Year May-2019
DOI (Digital Object Identifier):
Page No: 442-449
Country: amravati, maharashtra, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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