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...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Asian Research Publication Network
2016
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| Online Access: | http://psasir.upm.edu.my/id/eprint/53410/ http://psasir.upm.edu.my/id/eprint/53410/1/Object%20recognizer%20for%20organizing%20and%20structuring%20unstructured%20documents%20using%20Interrogative%20Knowledge%20%20.pdf |
| _version_ | 1848852275864272896 |
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| author | Ishak, Iskandar Sidi, Fatimah A. Jabar, Marzanah |
| author_facet | Ishak, Iskandar Sidi, Fatimah A. Jabar, Marzanah |
| author_sort | Ishak, Iskandar |
| building | UPM Institutional Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-15T10:35:30Z |
| format | Article |
| id | upm-53410 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T10:35:30Z |
| publishDate | 2016 |
| publisher | Asian Research Publication Network |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-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 |
| spellingShingle | Ishak, Iskandar Sidi, Fatimah A. Jabar, Marzanah Object recognizer for organizing and structuring unstructured documents using Interrogative Knowledge |
| title | 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_short | Object recognizer for organizing and structuring unstructured documents using Interrogative Knowledge |
| title_sort | object recognizer for organizing and structuring unstructured documents using interrogative knowledge |
| url | http://psasir.upm.edu.my/id/eprint/53410/ http://psasir.upm.edu.my/id/eprint/53410/ http://psasir.upm.edu.my/id/eprint/53410/1/Object%20recognizer%20for%20organizing%20and%20structuring%20unstructured%20documents%20using%20Interrogative%20Knowledge%20%20.pdf |