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.
Semantic Annotation and Services for KDD Tools Sharing and Reuse / Diamantini, Claudia; Potena, Domenico. - (2008), pp. 761-770. (Intervento presentato al convegno 2008 IEEE International Conference on Data Mining Workshops tenutosi a Pisa, Italy nel 15-19 Dec.) [10.1109/ICDMW.2008.43].
Semantic Annotation and Services for KDD Tools Sharing and Reuse
Diamantini, Claudia;Potena, Domenico
2008-01-01
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.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
