Title :
Serving Text-Mining Functionalities with the Software Architecture Plato
Author :
Adeva, Juan José García
Author_Institution :
Sch. of Electr. & Inf. Eng., Sydney Univ., Sydney, NSW
fDate :
Nov. 28 2006-Dec. 1 2006
Abstract :
As information systems are dealing with a growing amount of unstructured text information, text mining technologies and their corresponding software tools have become increasingly widespread. However, text mining is still a young discipline that is starting to witness the advent of flexible, robust, and general software architectures that leverage the abundance of research results in benefiting application developers. In this article, we introduce Plato, a new software architecture that is unique in the set of text mining functionalities it provides to general purpose applications. This system is described and compared to other classification, information retrieval, and information extraction systems. We also include two case studies of applications developed with Plato and currently in use.
Keywords :
data mining; information retrieval; software architecture; text analysis; information extraction systems; information retrieval; software architecture Plato; software tools; text-mining functionalities; Application software; Data mining; Humans; Information management; Information retrieval; Robustness; Search engines; Software architecture; Software tools; Text mining;
Conference_Titel :
Computational Intelligence for Modelling, Control and Automation, 2006 and International Conference on Intelligent Agents, Web Technologies and Internet Commerce, International Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
0-7695-2731-0
DOI :
10.1109/CIMCA.2006.195