Towards Building Semantic Rich Model for Web Documents Using Domain Ontology

Authors:
Shahrul Azman Noah;Lailatulqadri Zakaria;Arifah Che Alhadi;Tengku Mohd Tengku Sembok;Saidah Saad
Affiliations:
National University of Malaysia;National University of Malaysia;National University of Malaysia;National University of Malaysia;National University of Malaysia
Venue:
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Year:
2004

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Automatic Ontology-Based Knowledge Extraction from Web Documents

IEEE Intelligent Systems

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Abstract

Accessing and extracting semantic meanings from web documents is crucial for the realization of Semantic Web. While the web offers the flexibility of making information easily available, it is considerably hard to find a fruitful way to describe, classify and present this information with rich semantic content. Therefore, the semantic information content of web documents need to be specified in order to make the tangled information more accessible to search engines and other applications. In this paper we propose an approach meant to assist in constructing semantic document models using natural language analysis technique and a domain specific ontology.