Ontology-Driven KDD Process Composition
IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII
Towards an Ontology of Data Mining Investigations
DS '09 Proceedings of the 12th International Conference on Discovery Science
A virtual mart for knowledge discovery in databases
Information Systems Frontiers
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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 ofthe tools as web services and discovery and use of such services. A concrete implementation of the framework by web service technologies is presented.