Enabling a semantic smart WWW: A soft computing framework for automatic ontology development

Rowena Chau, Chung-Hsing Yeh

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    1 Citation (Scopus)

    Abstract

    Text-based information accounts for more than 80% of today's Web content. They consist of Web pages written in different natural languages. As the semantic Web aims at turning the current Web into a machine-understandable knowledge repository, availability of multilingual ontology thus becomes an issue at the core of a multilingual semantic Web. However, multilingual ontology is too complex and resource intensive to be constructed manually. In this paper, we propose a three-layer model built on top of a soft computing framework to automatically acquire a multilingual ontology from domain specific parallel texts. The objective is to enable semantic smart information access regardless of language over the Web.

    Original languageEnglish
    Title of host publicationProceedings - International Conference on Computational Intelligence for Modelling, Control and Automation, CIMCA 2005 and International Conference on Intelligent Agents, Web Technologies and Interne
    Pages1067-1071
    Number of pages5
    Volume2
    Publication statusPublished - 1 Dec 2005
    EventInternational Conference on Computational Intelligence for Modelling, Control and Automation, CIMCA 2005 and International Conference on Intelligent Agents, Web Technologies and Internet Commerce, IAWTIC 2005 - Vienna, Austria
    Duration: 28 Nov 200530 Nov 2005

    Conference

    ConferenceInternational Conference on Computational Intelligence for Modelling, Control and Automation, CIMCA 2005 and International Conference on Intelligent Agents, Web Technologies and Internet Commerce, IAWTIC 2005
    CountryAustria
    CityVienna
    Period28/11/0530/11/05

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