The use of systemic-functional linguistics in automated text mining / Astika Kautilya Kappagoda

Author
Kappagoda, Astika Kautilya
Subjects
Text processing (Computer science); Machine learning.
Summary
Systemic-functional linguistics is a linguistic framework for the analysis of grammatical and semantic information in text, with a potential role in automated text mining. This report outlines essential features of the theory, its application in computational work, and the rationale for use in automated text mining, and develops a grammatical annotation scheme? word functions? to enrich a mixed text corpus of newspaper articles and e-mails, for machine learning of semantically-oriented grammatical patterns. Testing demonstrates high accuracy in predicting word functions in unseen text in co-training with other grammatical information, providing the basis for further grammatical and semantic text processing.
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28274055
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The use of systemic-functional linguistics in automated text mining / Astika Kautilya Kappagoda. [electronic resource] /
Edinburgh, S. Aust. : Defence Science and Technology Organisation, - Research report (Defence Science and Technology Organisation (Australia) : Online) ; DSTO-RR-0339. 2009 English Archived website; Article; Report 3 & Online

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