Web Serv SOM: A prototype system for facilitating semantic-based web service discovery

Research output: Contribution to journalArticlepeer-review


The Internet space is transitioning from being a mere collection of documents that contain useful information toward providing a collection of services that perform useful tasks. The emerging Web service technology has been envisioned as the next technological wave and is expected to play an important role in this recent transformation of the Web. By providing interoperable interface standards for application-to- Application communication, Web services can be combined with component-based software development to promote application interaction and integration within and across enterprises. To make Web services for service-oriented computing operational, it is important that Web services repositories not only be well-structured but also provide efficient tools for an environment supporting reusable software components for both service providers and consumers. As the potential of Web services for service-oriented computing is becoming widely recognized, the demand for an integrated framework that facilitates service discovery and publishing is concomitantly growing. In this paper, we propose a WebServSOM system that combines a clustering technique with string/document matching methods and leverage the semantics of the XML-based service specification in WSDL files. We believe that this is one of the first attempts to apply an artificial neural network-based data mining technique in the Web service discovery domain. This research article describes the details of design and implementation of WebServSOM system by using an artificial neural network.

Original languageEnglish
Pages (from-to)4471-4481
Number of pages11
Issue number11
StatePublished - Nov 2015


  • And service oriented computing
  • Design of prototype system
  • Web service discovery


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