Ruwan Gamage
Teach Fundamentals of Information, Knowledge Structures, Library Automation, and General Topics on ICT in Libraries.
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Papers by Ruwan Gamage
In our study, we made an attempt to resolve this matter. This research has developed a computer program that can automatically classify a given text document based on a well developed ontology. Therefore, the user gets correct options of classification just after feeding the document to the new system. The new ontology is a domain ontology which is based on the Dewey Decimal Classification scheme and the Sears List. Data was obtained for classification accuracy for both manual and automatic methods. Moreover, the relationship between the vagueness of language in documents and the inaccuracy of classification were determined against manual classification and manual classification with automatic aid.
The research revealed that the results were more accurate when the newly developed automatic system was used. In addition, it also revealed that the vagueness of documents affects more in manual classification than in manual classification with the automatic aid.
In our study, we made an attempt to resolve this matter. This research has developed a computer program that can automatically classify a given text document based on a well developed ontology. Therefore, the user gets correct options of classification just after feeding the document to the new system. The new ontology is a domain ontology which is based on the Dewey Decimal Classification scheme and the Sears List. Data was obtained for classification accuracy for both manual and automatic methods. Moreover, the relationship between the vagueness of language in documents and the inaccuracy of classification were determined against manual classification and manual classification with automatic aid.
The research revealed that the results were more accurate when the newly developed automatic system was used. In addition, it also revealed that the vagueness of documents affects more in manual classification than in manual classification with the automatic aid.