Databases, but not as we know them
ADC '04 Proceedings of the 15th Australasian database conference - Volume 27
Towards a framework for inductive querying
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
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Inductive databases are intended to be general purposedatabases in which both source data and mined patterns canbe represented, retrieved and manipulated; however, theheterogeneity of models for mined patterns makes difficult torealize them. In this paper, we explore the feasibility of usingXML as the unifying framework for inductive databases,introducing a suitable data model called XDM (XML forData Mining). XDM is designed to describe source rawdata, heterogeneous mined patterns and data mining statements,so that they can be stored inside a unique XML-basedinductive database.