A hybrid approach to QoS-aware Web Service classification and recommendation

Author

Moraru, Alexandra ; Fortuna, Carolina ; Fortuna, Blaz ; Slãvescu, Radu Rãzvan

Author_Institution

Comput. Sci. Dept., Tech. Univ. of Cluj-Napoca, Cluj-Napoca, Romania

fYear

2009

fDate

27-29 Aug. 2009

Firstpage

343

Lastpage

346

Abstract

The proliferation of Web services (WSs) has given significant importance to the quality of service (QoS) in the discovery process. This paper introduces a hybrid system which combines semantic technology and logic based reasoning (i.e. OpenCyc) with numerical calculus to classify, evaluate and then recommend QoS aware WSs. The system is able to answer high level composed functional and/or nonfunctional queries related to a real-life dataset containing 2500 WS, therefore enabling classification and recommendation of WSs.

Keywords

Web services; classification; inference mechanisms; information filters; ontologies (artificial intelligence); semantic Web; QoS-WS ontology; QoS-aware Web service classification; Web service recommendation; logic-based reasoning; numerical calculus; semantic technology; Calculus; Computer science; Logic; Microstrip; Middleware; Ontologies; Quality of service; Service oriented architecture; Vocabulary; Web services;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent Computer Communication and Processing, 2009. ICCP 2009. IEEE 5th International Conference on

Conference_Location

Cluj-Napoca

Print_ISBN

978-1-4244-5007-7

Type

conf

DOI

10.1109/ICCP.2009.5284738

Filename

5284738