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A computational effective document semantic representation

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Open access
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Date
2007
Type
Conference Paper

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Citation
Williams, Robert. 2007. : A computational effective document semantic representation, Digital Ecosystems and Technologies , 2007 DEST 2007. Inaugural IEEE/EIS, 21-23 Feb 2007, pp. 410-415. Cairns, Australia: IEEE.
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Digital Ecosystems and Technologies , 2007 DEST 2007. Inaugural IEEE/EIS
DOI
Faculty
Curtin Business School
School of Information Systems
School
Centre for Extended Enterprises and Business Intelligence
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Copyright 2007 IEEE

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Abstract

A technique based on Noun Phrase and Verb Clause slot structures is described for representing the semantics of the sentences making up a text document. Thesaurus head word index numbers are placed in the appropriate document sentense clause slots to represent the meta level meaning of the sentences. Many different expressions of the same document content can thus be represented by one semantic representation. An implementation of such a technique is described, and sample output is presented. The doument summrisation thus produced is suitable for manipulation by computers for a variety of document processing tasks. The technique has primarily been developed for an Automated Essay Grading system, where a robust context free representation of documents is required.