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Knowledge Discovery Using a Service Oriented Web Application

Authors:
Janez Kranjc
Vid Podpečan
Nada Lavrač

Keywords: data mining; knowledge discovery; web application; web services

Abstract:
The paper proposes a novel platform for knowledge discovery, which is based on modern web technologies, and is implemented as a web application. It is based on the principles of service-oriented knowledge discovery, and features interactive scientific workflows. In contrast to the few existing comparable platforms, our environment is suitable for any knowledge discovery task, offers advanced workflow construction including meta-workflows, can use any existing web service as a workflow processing component, and runs in all major web browsers and platforms, including mobile devices. The presented environment has been demonstrated on two use cases: a simple motivating use case built using Weka web services, and an advanced use case featuring a complex text mining scenario.

Pages: 82 to 87

Copyright: Copyright (c) IARIA, 2012

Publication date: January 30, 2012

Published in: conference

ISSN: 2308-4375

ISBN: 978-1-61208-181-6

Location: Valencia, Spain

Dates: from January 30, 2012 to February 4, 2012