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IRAL
2003
ACM

Text categorization using automatically acquired domain ontology

13 years 8 months ago
Text categorization using automatically acquired domain ontology
In this paper, we describe ontology-based text categorization in which the domain ontologies are automatically acquired through morphological rules and statistical methods. The ontology-based approach is a promising way for general information retrieval applications such as knowledge management or knowledge discovery. As a way to evaluate the quality of domain ontologies, we test our method through several experiments. Automatically acquired domain ontologies, with or without manual editing, have been used for text categorization. The results are quite satisfactory. Furthermore, we have developed an automatic method to evaluate the quality of our domain ontology.
Shih-Hung Wu, Tzong-Han Tsai, Wen-Lian Hsu
Added 05 Jul 2010
Updated 05 Jul 2010
Type Conference
Year 2003
Where IRAL
Authors Shih-Hung Wu, Tzong-Han Tsai, Wen-Lian Hsu
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