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