1. How to submit my research paper? What’s the process of publication of my paper?
The journal receives submitted manuscripts via email only. Please submit your research paper in .doc or .pdf format to the submission email: jait@etpub.com.
2.Can I submit an abstract?
The journal publishes full research papers. So only full paper submission should be considered for possible publication. Papers with insufficient content may be rejected as well, make sure your paper is sufficient enough to be published...[Read More]

Review of Machine Learning Approaches to Semantic Web Service Discovery

Shalini Batra and Seema Bawa
Computer Science and Engineering Department, Thapar University, Patiala, Punjab, India
Abstract--- A Web service can discover and invoke any service anywhere on the Web, independently of the language, location, machine, or other implementation details. The goal of Semantic Web Services is the use of richer, more declarative descriptions of the elements of dynamic distributed computation including services, processes, message-based conversations, transactions, etc. In recent years text mining and machine learning have been efficiently used for automatic classification and labeling of documents. Various Web service discovery frameworks are applying machine learning techniques like clustering, classification, association rules, etc., to discover the services semantically. This paper provides an exhaustive review of machine learning approaches used for Web Services discovery and frameworks developed based on these approaches. A thorough analysis of existing frameworks for semantic discovery of Web Services is provided in the paper.

Index Terms--- Machine Learning, Semantics, Web Services, Web services Discovery, Web Service Discovery Frameworks

Cite: Shalini Batra and Seema Bawa, "Review of Machine Learning Approaches to Semantic Web Service Discovery," Journal of Advances in Information Technology, Vol. 1, No. 3, pp. 146-151, August, 2010.doi:10.4304/jait.1.3.146-151
Copyright © 2013-2016 Journal of Advances in Information Technology, All Rights Reserved
E-mail: jait@etpub.com