Graphical Predictions of Road Accidents using Data Analysis
Abstract & Details
Research Area
Computer Enginnering
Keywords
Accident analysis
prediction
severity
casuality
Abstract
Road and traffic accidents are an important concern around the world. Road accidents not only affects the public health with different level of injury but also results in property damage. Data analysis has the capability to identify the different reasons behind road accidents i.e. traffic characteristics, weather characteristics, road characteristics and etc. A variety of research on road accident data analysis has already proves its importance. Some studies focused on identifying factors associated with accident severity while others focused on identifying the associated factors behind accident occurrence. This research analysis uses both the factors associated. Big Data is frequently used method for analyzing road accident data in present research. Trend analysis is another important research area in road accident domain. Trend analysis can assist in identifying the increasing or decreasing accidents rate in different reasons. In this study, we have proposed a method to analyze road accident using datasets from the UK government. The motive of this study is to provide an efficient way to analyze and predict the accident zones and the severity. The result shows that the proposed method is capable of efficiently reducing the occurrence of accidents using the graphical predictions.
License
This work is licensed under a Creative
Commons
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Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Devika.M | SRM Institute of Science And Technology |
| 2 | Vaishalli.A | SRM Institute of Science And Technology |
| 3 | Sneha Balaji | SRM Institute of Science And Technology |
| 4 | Swetharanyeswari Tezwan P.C | SRM Institute of Science And Technology |
| 5 | A.Shiny | SRM Institute of Science And Technology |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Devika.M, Vaishalli.A, Balaji, Sneha, P.C, Swetharanyeswari Tezwan, & A.Shiny (2018). Graphical Predictions of Road Accidents using Data Analysis. International Journal of Advance Research and Innovative Ideas In Education, 4(2), 4666-4671.
MLA Style
Devika.M, et al. "Graphical Predictions of Road Accidents using Data Analysis." International Journal of Advance Research and Innovative Ideas In Education, vol. 4, no. 2, 2018, pp. 4666-4671.
IEEE Style
Devika.M, Vaishalli.A, Sneha Balaji, Swetharanyeswari Tezwan P.C, and A.Shiny, "Graphical Predictions of Road Accidents using Data Analysis," International Journal of Advance Research and Innovative Ideas In Education, vol. 4, no. 2, pp. 4666-4671, 2018.
Vancouver Style
Devika.M, Vaishalli.A, Balaji Sneha, P.C Swetharanyeswari Tezwan, A.Shiny. Graphical Predictions of Road Accidents using Data Analysis. International Journal of Advance Research and Innovative Ideas In Education. 2018;4(2):4666-4671.
Harvard Style
Devika.M, Vaishalli.A, Balaji, Sneha, P.C, Swetharanyeswari Tezwan, & A.Shiny (2018) 'Graphical Predictions of Road Accidents using Data Analysis', International Journal of Advance Research and Innovative Ideas In Education, 4(2), pp. 4666-4671.
Chicago Style
Devika.M, et al. "Graphical Predictions of Road Accidents using Data Analysis." International Journal of Advance Research and Innovative Ideas In Education 4, no. 2 (2018): 4666-4671.
Turabian Style
Devika.M, et al. "Graphical Predictions of Road Accidents using Data Analysis." International Journal of Advance Research and Innovative Ideas In Education 4, no. 2 (2018): 4666-4671.
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