CFP last date
20 January 2025
Call for Paper
February Edition
IJCA solicits high quality original research papers for the upcoming February edition of the journal. The last date of research paper submission is 20 January 2025

Submit your paper
Know more
The week's pick
Responsive image
SFLA-Based Line Balancing and Task Optimization in Master-Slave Controlled Hanger Transportation Systems for Garment Production

Duc Hoang Nguyen
Random Articles
Reseach Article

Diwasi: Intelligent GPS based Accident Prevention System

by V.Y. Attigala, D.H. Hettiarachchi, R.S.D.S. Jayasekara, V.N. Vithana
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 131 - Number 12
Year of Publication: 2015
Authors: V.Y. Attigala, D.H. Hettiarachchi, R.S.D.S. Jayasekara, V.N. Vithana
10.5120/ijca2015907404

V.Y. Attigala, D.H. Hettiarachchi, R.S.D.S. Jayasekara, V.N. Vithana . Diwasi: Intelligent GPS based Accident Prevention System. International Journal of Computer Applications. 131, 12 ( December 2015), 25-32. DOI=10.5120/ijca2015907404

@article{ 10.5120/ijca2015907404,
author = { V.Y. Attigala, D.H. Hettiarachchi, R.S.D.S. Jayasekara, V.N. Vithana },
title = { Diwasi: Intelligent GPS based Accident Prevention System },
journal = { International Journal of Computer Applications },
issue_date = { December 2015 },
volume = { 131 },
number = { 12 },
month = { December },
year = { 2015 },
issn = { 0975-8887 },
pages = { 25-32 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume131/number12/23503-2015907404/ },
doi = { 10.5120/ijca2015907404 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:27:10.331133+05:30
%A V.Y. Attigala
%A D.H. Hettiarachchi
%A R.S.D.S. Jayasekara
%A V.N. Vithana
%T Diwasi: Intelligent GPS based Accident Prevention System
%J International Journal of Computer Applications
%@ 0975-8887
%V 131
%N 12
%P 25-32
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In a demanding environment, accidents are unavoidable disasters. This has caused accidents to fall under the top 10 of the world’s death rate. When considering Sri Lanka the accidents rate are in vast amount compared to world. The majority of accidents are caused by unawareness of critical zones rather than human errors. The research is focused on finding patterns within each accident with the aid of data mining techniques. The main objective was to minimize accidents caused by unawareness of the drivers. When considering the accident management systems available in the market, most of them are automobile integrated systems which are quite expensive and can hardly be affordable to ordinary people. In order to prevent this, the research team has created an accident management mobile app which is not integrated to the automobile and inexpensive. The application is built on a Global Position System (GPS) and is based on mobile phone platform considering the cost and the modern trend of using smart phones all over the world. The Data mining model which was built by the Research team, are effective mostly on B Conditions mid-range (20km-50km) roads in Sri Lankan Road conditions. This research on the accident management system mainly focus researchers to study further concerning vehicle independent systems and involve in implementing such inventive systems. Usage of the system will have an impact on considerable reduction of road accidents occurrences, due to the predictions of probable accidents that can happen in critical areas, which previously the driver was unaware of.

References
  1. “The top 10 causes of death - World Health Organization” [Online]. Available: http://www.who.int/mediacentre/factsheets/fs310/en/. [Accessed: Jan. 23, 2015].
  2. “Road Accidents -The way they are taking place - Minister of internal transport” [Online]. Available: http://www.transport.gov.lk/web/index.php?option=com_content&view=article&id=279&Itemid=171⟨=en. [Accessed: Jan. 23, 2015].
  3. “The Parameters for the road accidents - World Health Organization” [Online]. Available: http://www.who.int/mediacentre/factsheets/fs358/en/. [Accessed: Jan. 23, 2015].
  4. United Nations Human Settlements Program, Enhancing Urban Safety and Security: Global Report on Human Settlements 2007. London, Sterling, VA: UN.
  5. "Data mining of tree-based models to analyse freeway accident frequency,", Jan. 2005. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S0022437505000708. [Accessed: May. 2,2015].
  6. "FREEWAY INCIDENT FREQUENCY ANALYSIS BASED ON CART METHOD," vnunet.com, Feb, 2013. [Online]. Available: http://www.google.com/US5280555. [Accessed: May. 2,2015].
  7. J. Geralds, "Sega Ends Production of Dreamcast," vnunet.com, para. 2, Jan. 31, 2001. [Online]. Available: http://nl1.vnunet.com/news/1116995. [Accessed: May. 2,2015].
  8. "Older drivers and accidents: A meta analysis and data miningapplication on traffic accident data," Jan. 2005. [Online]. Available: www.sciencedirect.com/science/article/pii/S0957417405000771. [Accessed: May. 2,2015].
  9. "Mapping patterns of pedestrian fatal accidents in Israel," vnunet.com,, Feb, 2013. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S0001457510003994. [Accessed: May. 2,2015].
  10. " Using data mining techniques to road safety improvement in Spanish roads,", Jan. 31, 2001. [Online]. Available: www.sciencedirect.com/science/article/pii/S1877042814062752. [Accessed: May. 2,2015].
  11. "An approach to accidents modeling based on compounds road environments,", Jan. 2010. [Online]. Available: www.ncbi.nlm.nih.gov/pubmed/23376544. [Accessed: May. 2,2015].
  12. "Prediction of Road Accident Severity Using the Ordered Probity Model," vnunet.com, para. 2, Feb, 2013. [Online]. Available: www.sciencedirect.com/science/article/pii/S2352146514002701. [Accessed: May. 2,2015].
  13. “Distributed vision-based accident management for assisted living” [Online]. Available: http://link.springer.com/chapter/10.1007/978-3-540-73035-4_21#page-2. [Accessed: Jan. 23, 2015].
  14. IEEExplore, “The RUNES Middleware for Networked Embedded Systems and its Application in a Disaster Management Scenario” [Online]. Available: http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=4144751&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D4144751. [Accessed: Jan. 23, 2015].
  15. "Google Developer, [Online]. Available: https://developers.google.com/maps/. [Accessed: May. 2,2015].Tavel, P. 2007 Modeling and Simulation Design. AK Peters Ltd.
Index Terms

Computer Science
Information Sciences

Keywords

Diwasi Mobile Based Applications Vehicle Independent Real time Data mining 297B Accident Report Application.

Powered by PhDFocusTM