首页    期刊浏览 2024年11月10日 星期日
登录注册

文章基本信息

  • 标题:WEB SERVICE CLASSIFICATION WITH MULTILAYER PERCEPTRON
  • 本地全文:下载
  • 作者:A. Syed Mustafa ; Dr. Y.S. Kumaraswamy
  • 期刊名称:Indian Journal of Computer Science and Engineering
  • 印刷版ISSN:2231-3850
  • 电子版ISSN:0976-5166
  • 出版年度:2016
  • 卷号:7
  • 期号:3
  • 页码:57-63
  • 出版社:Engg Journals Publications
  • 摘要:Web services are made of software components for expressing the application information,communicating messages and for interacting with open XML and Internet technologies. Web services aresoftware applications accessible on the web, used for machine to machine interaction using UniformResource Identifier (URI) on distributed internet environment.With the explosion of Web Servicesaccessible on the web, automatic categorization of the services to organize the data becomes essential. Inthis paper we use 3 different classifiers for web service classification. Multilayer perceptron is trainedwith back propagation and genetic algorithm.
  • 关键词:Web Services; Naïve Bayes; MultiLayer Perceptron; Back propagation and Genetic Algorithm;(GA); QWS dataset.
国家哲学社会科学文献中心版权所有