Automating XML Markup using Machine Learning Techniques

Automating XML Markup using Machine Learning Techniques

In this paper we present a novel system for automatically marking up text documents into XML. The system uses the techniques of the Self-Organising Map (SOM) algorithm in conjunction with an inductive learning algorithm, C5.0. The SOM algorithm clusters the XML marked-up documents on a two-dimension...

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Bibliographic Details
Main Authors: Shazia Akhtar, Ronan Reilly, John Dunnion
Format: Article
Language:English
Published: International Institute of Informatics and Cybernetics 2004-10-01
Series:Journal of Systemics, Cybernetics and Informatics
Subjects:
XML
Automatic Markup
Machine Learning
Self-Organizing Map
C5.0
Online Access:http://www.iiisci.org/Journal/CV$/sci/pdfs/P817863.pdf

Internet

http://www.iiisci.org/Journal/CV$/sci/pdfs/P817863.pdf

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