A Framework for Text Mining Services
Claire Grover, Harry Halpin, Ewan Klein, Jochen L. Leidner, Stephen Potter, Sebastian Riedel, Sally Scrutchin, Richard Francis Tobin · Edinburgh Research Explorer (University of Edinburgh) · 2004
The growth of online scientific literature, coupled with the growing maturity of text pro-cessing technology, has boosted the importance of text mining as a potentially crucial tool. However, there are several challenges to be addressed before sophisticated text mining services can be deployed within emerging workflow environments. Our work contributes at two levels. At the invocation level, we have developed a flexible XML-based pipeline architecture which allows non-XML processors to be readily integrated. At the descrip-tion/discovery level, we have developed a broker for service composition, and an accom-panying domain ontology, that leverage the OWL-S approach to service profiles. 1