DocumentCode :
2131499
Title :
Semantic Annotation and Services for KDD Tools Sharing and Reuse
Author :
Diamantini, Claudia ; Potena, Domenico
Author_Institution :
Dipt. di Ing. Inf., Univ. Politec. delle Marche, Ancona
fYear :
2008
fDate :
15-19 Dec. 2008
Firstpage :
761
Lastpage :
770
Abstract :
Active KDD research groups typically make their software tools at disposal of others through the net. However, integration and reuse of these tools typically require a considerable amount of time to understand software scope and use, install it, transform data in a format compatible with the required input. This paper introduces a semantic based, service-oriented framework for tools sharing and reuse, giving advanced support for the semantic enrichment through semantic annotation of KDD tools, deployment of the tools as Web services and discovery and use of such services. A concrete implementation of the framework by Web service technologies is presented.
Keywords :
Web services; data mining; database management systems; semantic Web; software reusability; KDD research groups; KDD tools reuse; KDD tools sharing; Web services; semantic annotation; service-oriented framework; Algorithm design and analysis; Collaborative work; Data mining; Databases; Markup languages; Ontologies; Proposals; Semantic Web; Software tools; Web services; KDD ontology; Knowledge Discovery Tool Markup Language; Knowledge Discovery in Databases; Semantic Annotation; Web Service;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Data Mining Workshops, 2008. ICDMW '08. IEEE International Conference on
Conference_Location :
Pisa
Print_ISBN :
978-0-7695-3503-6
Electronic_ISBN :
978-0-7695-3503-6
Type :
conf
DOI :
10.1109/ICDMW.2008.43
Filename :
4734004
Link To Document :
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