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Abstract

The evolution of the Internet from static Web pages into dynamic Web services raises a serious challenge of locating desired Web services. One possible way for Web services discovery is to classify Web services into different categories when they are published in a UDDI registry. This paper proposes a knowledge-based solution to the problem through the use of fuzzy expert systems. Our system automatically classifies Web services into specific domains through identifying key concepts/operations inside service textual documentations, and hence builds a lattice of classes of similar Web services. Results obtained by the system are compared with those computed by alternative methods.

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On Classification of Web Services Using Fuzzy Expert System

The evolution of the Internet from static Web pages into dynamic Web services raises a serious challenge of locating desired Web services. One possible way for Web services discovery is to classify Web services into different categories when they are published in a UDDI registry. This paper proposes a knowledge-based solution to the problem through the use of fuzzy expert systems. Our system automatically classifies Web services into specific domains through identifying key concepts/operations inside service textual documentations, and hence builds a lattice of classes of similar Web services. Results obtained by the system are compared with those computed by alternative methods.

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Keywords

conceptsoperations textual static web pages fuzzy expert locating desired web system methods web services discovery

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Mohammed A. Almulla,.On Classification of Web Services Using Fuzzy Expert System. 6 (),.

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