Paper Info
Title
A new semantic web service classification (SWSC) strategy.
Abstract
The W3C generally defines web services as: “software systems that are designed to support interoperable machine-to-machine interaction over a network”, web services can be published, located and accessed using web standard protocols such as: HTTP, SOAP protocols and UDDI which help in data exchange between other web applications. While Web has a huge number of unstructured and distributed services that belong to different domains, WSs Classification (WSC) becomes a significant task, which has brought a lot of interest in the past years as a research area. This paper introduces a new WSC strategy called semantic web service classification (SWSC). The proposed strategy simplifies the classification task by employing a novel dimensionality reduction methodology. This was accomplished by choosing the most descriptive concepts for each target domain class. Ineffective concepts are rejected through a proposed Concept Rejection Space Module. SWSC employs a new ontology based classification technique, which is called Semantic Similarity based Classifier (SSbC). SSbC adds several semantic relations among concepts of the employed domain ontology, and then benefits from these relations to classify an input web service accordingly. Experimental results have shown that SWSC outperforms recent web service classification strategies in terms of accuracy, precision, and recall.
Year
DOI
Venue
2018
10.1007/s10586-018-2367-9
Cluster Computing
Keywords
Field
DocType
Semantic web, Web service classification, Ontology, OWL-s, Term frequency, Semantic similarity, WordNet
Semantic similarity,Data exchange,Information retrieval,Computer science,Semantic Web,OWL-S,SOAP,Web application,Web service,WordNet,Distributed computing
Journal
Volume
Issue
ISSN
21
3
1386-7857
Citations 
PageRank 
References 
0
0.34
17
Authors
3
Name
Order
Citations
PageRank
Shimaa E. El-Sayyad100.34
Ahmed I. Saleh212820.98
Hesham A. Ali39916.11