Call for Paper - January 2024 Edition
IJCA solicits original research papers for the January 2024 Edition. Last date of manuscript submission is December 20, 2023. Read More

A Secured Web-based Health Care Platform Incorporating Naïve Bayes Classifier

International Journal of Computer Applications
© 2014 by IJCA Journal
Volume 89 - Number 14
Year of Publication: 2014
K. R. Sarumathi
R. Kanagaraj

K.r.sarumathi and R.kanagaraj. Article: A Secured Web-based Health Care Platform Incorporating Naive Bayes Classifier. International Journal of Computer Applications 89(14):14-16, March 2014. Full text available. BibTeX

	author = {K.r.sarumathi and R.kanagaraj},
	title = {Article: A Secured Web-based Health Care Platform Incorporating Naive Bayes Classifier},
	journal = {International Journal of Computer Applications},
	year = {2014},
	volume = {89},
	number = {14},
	pages = {14-16},
	month = {March},
	note = {Full text available}


Service computing is a cross discipline that covers the science and technology of bridging the gap between Business services and IT services. The demand for health care services motivated the creation of PHISP: a Public-oriented Health care Information Service Platform, where, service computing and related technologies are used. PHISP supports many health care services and provide guardianship. The intention is to create models of composite services to individuals through various key techniques of service composition supporting branch and parallel control structures. Security and semantic retrieval is an important issue for such a health care platform. The Boneh–Lynn–Shacham signature scheme improves the security by allowing the user to verify that the signer is authentic and the Elgamal signature technique for encrypting the stored data. The Ontology and naïve bayes classification algorithm has been utilized to increase the performance of the system. The experimental result improves the security and meanwhile, by using ontology and bayes' theorem the accuracy of the result is increased.


  • PengWei Wang, ZhiJun Ding, ChangJun Jiang, and MengChuZhou, "Design and Implementation of a Web-Service-Based Public-Oriented Personalized Health Care Platform", IEEE trans. on systems and cybernetics: systems, man and cybernetics, VOL. 43, NO. 4, JULY 2013.
  • Aviv Segev and Quan Z. Sheng, "Bootstrapping Ontologies for Web Services", IEEE transaction on service computing, VOL. 5, NO. 1, pp. 33-44 Jan-Mar 2012
  • Z. Duo, J. Li, and X. Bin, "Web Service Annotation Using Ontology Mapping," Proc. IEEE Int'l Workshop Service-Oriented System Eng. (SOSE '05), 2005.
  • S. C. Oh, D. Lee, and S. R. T. Kumara, "Effective Web service composition in diverse and large-scale service networks," IEEE Trans. Serv. Comput. , vol. 1, no. 1, pp. 15–32, Jan. –Mar. 2008.
  • Li Xiao-fei, Shen Xuan-jing, Chen Hai-peng, "An Improved ElGamal Digital Signature Algorithm Based on Adding a Random Number," Proc. IEEE Int'l Conf. on Services Computing (NSWCTC '10), pp. 236-240, 2010.
  • D. Ardagna and B. Pernici, "Adaptive service composition in flexible processes," IEEE Trans. Softw. Eng. , vol. 33, no. 6, pp. 369–384, Jun. 007.
  • Liu, J. N. K. , Li, B. N. L. , Dillon, Tharam S. , "An improved naive Bayesian classifier technique coupled with a novel input solution method [rainfall prediction]" IEEE trans. , Man and cybernetics: Systems, VOL. 32, NO. 2, pp. 249 – 256, May 2001.
  • E. Sirin, J. Hendler, and B. Parsia, "Semi-automatic composition of Web services using semantic descriptions," in Proc. Web Services: Model. , Arch. Infrastruct. Workshop ICEIS, Angers, France, Apr. 2003, pp. 17–24.
  • S. C. Oh, D. Lee, and S. R. T. Kumara, "Web service planner (WSPR): An effective and scalableWeb service composition algorithm," Int. J. Web Serv. Res. , vol. 4, no. 1, pp. 1–23, 2007.