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Reseach Article

Accident Analysis System by Integration of Spatial Data Mining with GIS Web Services

by Dipali B. Gaikwad, Yogesh W. Wanjari, Karbhari. V. Kale
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 103 - Number 10
Year of Publication: 2014
Authors: Dipali B. Gaikwad, Yogesh W. Wanjari, Karbhari. V. Kale
10.5120/18109-8871

Dipali B. Gaikwad, Yogesh W. Wanjari, Karbhari. V. Kale . Accident Analysis System by Integration of Spatial Data Mining with GIS Web Services. International Journal of Computer Applications. 103, 10 ( October 2014), 15-22. DOI=10.5120/18109-8871

@article{ 10.5120/18109-8871,
author = { Dipali B. Gaikwad, Yogesh W. Wanjari, Karbhari. V. Kale },
title = { Accident Analysis System by Integration of Spatial Data Mining with GIS Web Services },
journal = { International Journal of Computer Applications },
issue_date = { October 2014 },
volume = { 103 },
number = { 10 },
month = { October },
year = { 2014 },
issn = { 0975-8887 },
pages = { 15-22 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume103/number10/18109-8871/ },
doi = { 10.5120/18109-8871 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:34:10.842562+05:30
%A Dipali B. Gaikwad
%A Yogesh W. Wanjari
%A Karbhari. V. Kale
%T Accident Analysis System by Integration of Spatial Data Mining with GIS Web Services
%J International Journal of Computer Applications
%@ 0975-8887
%V 103
%N 10
%P 15-22
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The world is growing closer due to communication facilities. But this is also having an adverse effect on social, economic growth of any developing country. If we observe safety risks like fire, crime and accidents, Accidents are having high probabilities along with moderate impact. so we come to know accidents must be pay high attention. ( wrf: INDIA survey report 2012). It has been estimated that over millions of persons die and half to this number are injured every single year in road accidents throughout the world causing around 1% of annual gross national product (GNP) resources of the developing countries. The main aim of transportation is handling the mobility with safety measures. Most of the time, due to lack of knowledge of place the injured person is unable to report the accident. Even if in many cases the persons are dying just because of lack of proper help. There are various technologies & researches which are focusing on the emergency services for providing help on accidental spots. GIS Web services are used to provide routing information to the healthcare facilities but this will not be working in the severe cases. In our approach we will create a SMS alert system for government authorities so they can come to know the accident has happened and reach on the spot for further investigation. This includes two emergency personals like police and healthcare facilities supporting mobile environment. This can be accessed on any GPRS enabled mobile device. The system can be useful for any common man for information of optimized routes to nearby healthcare facilities in a user friendly GUI from current location. This will also helpful for traffic officer for decision making &reporting of an accident. This data repository will help to the extraction of rules from pattern observed in accidents related to spatial characteristics with help of geo spatial data mining. This will be guidance to government authorities involved in road planning.

References
  1. DeeleshMandloi& Rajiv Gupta,"Evaluation of accident black spots on roads using Geographical InformationSystems (GIS)", Map INDIA Conference,2003.
  2. Apparao. G, P. Mallikarjunareddy Dr. SSSV Gopala Raju,"Identification Of Accident Black Spots For National Highway Using GIS", INTERNATIONAL JOURNAL OF
  3. SCIENTIFIC & TECHNOLOGY RESEARCH, VOLUME 2, ISSUE 2,2011.
  4. DrWen LongYUE ,Miao Feng ZHANG,"THE USE OF GIS IN BLACK SPOT STUDIES", vol 4,No 5,October. 2001.
  5. HuayunChen,"Black Spot Determination of Traffic Accident Locations and Its Spatial Association Characteristic Analysis Based on GIS", Journal of Geographic Information System(Scintific Reserch)(JGIS),4, 608-617,2012.
  6. Xiaolin Lu,"Develop Web GIS Based Intelligent Transportation Application Systems with Web Service Technology", IEEE,6 th International Conference on ITS Telecommunications Proceedings,2006.
  7. Eman El Amir, Prof. Osman Hegazy,Assoc. Prof. Mohamed NourEldien ,Assoc. Prof. Amr Ali, "Integrating Web Services With Geospatial Data Mining Disaster Management for Road Accidents", Geoinformatica - An International Journal (GIIJ), Volume (2) : Issue (1),2011.
  8. M. Hampe and S. Intas, "EXTENSION OF THE OGC WEB FEATURE SERVICE STANDARD FOR MULTIPLE REPRESENTATION DATA," Information Sciences, no. July,pp. 12-14, 2006.
  9. F, Alkhateeb, E. Al Maghayreh and M. T, S. Aljawarneh, "The Use of Location Based Services for Very Fast and Precise Accidents Reporting &locating" , International Conference on Intelligent Systems, Modelling and Simulation, 978-0-7695-3973-7/10,2010.
  10. J. H. Schiller and A. Voisard, Eds. , Location-Based Services. Morgan Kaufmann, 2004.
  11. B. Rao and L. Minakakis, "Evolution of mobile location based services," Commun. ACM, vol. 46, no. 12, pp. 61–65, December 2003.
  12. P. Bellavista, A. Küpper, and S. Helal, "Location-based services: Back to the future," IEEE Pervasive Computing, vol. 7, no. 2, pp. 85–89, 2008.
  13. Y. Chen, X. Chen, X. Ding, F. Rao, and D. Liu, "Bluelocator: Enabling enterprise location-based services," Mobile Data Management, IEEE International Conference on, vol. 0, p. 167, 2002.
  14. Shengru Tu, Abdelguerfi, M, " Web Services for Geographic Information Systems" IEEE Internet Computing, Volume : 10 , Issue:5 Sept. -Oct. 2006, PP : 13 – 15
  15. R. Jeberson Retna Raj, T. Sasipraba,"Disaster Management System based on GIS Web Services",IEEE, 978-1-4244-9182-7/10,2010.
  16. Wang Jinlin, Chen Xi, Zhou Kefa, Wang Wei,Zhang Dan,"Application of Spatial Data Mining in Accident Analysis System", International Workshop on Education Technology and Training &International Workshop on Geoscience and Remote, 978-0-7695-3563-0/08,2008
  17. OGC inhttp://www. opengeospatial. org/standards/is
  18. Harversine Algorithm viewd on : http://www. movable-type. co. uk.
  19. DOM parser viewed on :http://www. php. net/manual/en.
  20. http://en. wikipedia. org/wiki/Web_Feature_Service
Index Terms

Computer Science
Information Sciences

Keywords

safety risks gross national product (GNP) emergency services GIS Web services SMS alert system GPRS Optimal routes user friendly GUI spatial data mining road planning