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Object recognizer for organizing and structuring unstructured documents using Interrogative Knowledge

Knowledge in unstructured documents is lacking the structured characteristics; therefore raising the problem of extracting answers when queried by simple queries. This paper proposes the Interrogative Knowledge Object- (IKO-) Recognizer that is able to model the extracted interrogative lexical const...

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Main Authors: Ishak, Iskandar, Sidi, Fatimah, A. Jabar, Marzanah
Format: Article
Language:English
Published: Asian Research Publication Network 2016
Online Access:http://psasir.upm.edu.my/id/eprint/53410/1/Object%20recognizer%20for%20organizing%20and%20structuring%20unstructured%20documents%20using%20Interrogative%20Knowledge%20%20.pdf
http://psasir.upm.edu.my/id/eprint/53410/
http://www.jatit.org/volumes/eightyseven3.php
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spelling my.upm.eprints.534102017-10-27T09:18:50Z http://psasir.upm.edu.my/id/eprint/53410/ Object recognizer for organizing and structuring unstructured documents using Interrogative Knowledge Ishak, Iskandar Sidi, Fatimah A. Jabar, Marzanah Knowledge in unstructured documents is lacking the structured characteristics; therefore raising the problem of extracting answers when queried by simple queries. This paper proposes the Interrogative Knowledge Object- (IKO-) Recognizer that is able to model the extracted interrogative lexical constructs from unstructured documents into ontological constructs. An experiment is carried out to test performance of the IKO-Recognizer using quantitative retrieval performance metrics of recall and precision. The result shows that the extracted interrogative constructs is able to increase human understanding on knowledge available in unstructured document. Asian Research Publication Network 2016-05 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/53410/1/Object%20recognizer%20for%20organizing%20and%20structuring%20unstructured%20documents%20using%20Interrogative%20Knowledge%20%20.pdf Ishak, Iskandar and Sidi, Fatimah and A. Jabar, Marzanah (2016) Object recognizer for organizing and structuring unstructured documents using Interrogative Knowledge. Journal of Theoretical and Applied Information Technology, 87 (3). pp. 442-450. ISSN 1992-8645; ESSN: 1817-3195 http://www.jatit.org/volumes/eightyseven3.php
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description Knowledge in unstructured documents is lacking the structured characteristics; therefore raising the problem of extracting answers when queried by simple queries. This paper proposes the Interrogative Knowledge Object- (IKO-) Recognizer that is able to model the extracted interrogative lexical constructs from unstructured documents into ontological constructs. An experiment is carried out to test performance of the IKO-Recognizer using quantitative retrieval performance metrics of recall and precision. The result shows that the extracted interrogative constructs is able to increase human understanding on knowledge available in unstructured document.
format Article
author Ishak, Iskandar
Sidi, Fatimah
A. Jabar, Marzanah
spellingShingle Ishak, Iskandar
Sidi, Fatimah
A. Jabar, Marzanah
Object recognizer for organizing and structuring unstructured documents using Interrogative Knowledge
author_facet Ishak, Iskandar
Sidi, Fatimah
A. Jabar, Marzanah
author_sort Ishak, Iskandar
title Object recognizer for organizing and structuring unstructured documents using Interrogative Knowledge
title_short Object recognizer for organizing and structuring unstructured documents using Interrogative Knowledge
title_full Object recognizer for organizing and structuring unstructured documents using Interrogative Knowledge
title_fullStr Object recognizer for organizing and structuring unstructured documents using Interrogative Knowledge
title_full_unstemmed Object recognizer for organizing and structuring unstructured documents using Interrogative Knowledge
title_sort object recognizer for organizing and structuring unstructured documents using interrogative knowledge
publisher Asian Research Publication Network
publishDate 2016
url http://psasir.upm.edu.my/id/eprint/53410/1/Object%20recognizer%20for%20organizing%20and%20structuring%20unstructured%20documents%20using%20Interrogative%20Knowledge%20%20.pdf
http://psasir.upm.edu.my/id/eprint/53410/
http://www.jatit.org/volumes/eightyseven3.php
_version_ 1643835387881193472
score 13.211869

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