Creating Extraction Pattern by Combining Part of Speech Tagger and Grammatical Parser
Most of the previous works in the field of extraction pattern are based on the usage of syntactic analyzer and semantic tagger to create a pattern that could extract relevant information from free text documents or more structured documents like web pages. In this paper, we propose an approach to...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2009
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| Subjects: | |
| Online Access: | http://scholars.utp.edu.my/id/eprint/1685/ http://scholars.utp.edu.my/id/eprint/1685/1/Final_Paper-ICCTD.pdf |
| _version_ | 1848659154751717376 |
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| author | Sari, Y. Hassan, M.F. Zamin, N. |
| author_facet | Sari, Y. Hassan, M.F. Zamin, N. |
| author_sort | Sari, Y. |
| building | UTP Institutional Repository |
| collection | Online Access |
| description | Most of the previous works in the field of extraction
pattern are based on the usage of syntactic analyzer and
semantic tagger to create a pattern that could extract relevant information from free text documents or more structured documents like web pages. In this paper, we propose an approach to create a set of extraction pattern by combining a particular Part Of Speech (POS) tagger and Grammatical Parser, i.e. Stanford POS Tagger and Link Grammar Parser(LG). The extraction pattern will be used in a Name Entity Recognition (NER) system to identify the occurrences of some entities in free text documents. We demonstrate the algorithm on accident report as a case study. |
| first_indexed | 2025-11-13T07:25:55Z |
| format | Conference or Workshop Item |
| id | oai:scholars.utp.edu.my:1685 |
| institution | Universiti Teknologi Petronas |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-13T07:25:55Z |
| publishDate | 2009 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:scholars.utp.edu.my:16852017-01-19T08:25:11Z http://scholars.utp.edu.my/id/eprint/1685/ Creating Extraction Pattern by Combining Part of Speech Tagger and Grammatical Parser Sari, Y. Hassan, M.F. Zamin, N. QA75 Electronic computers. Computer science QA76 Computer software Most of the previous works in the field of extraction pattern are based on the usage of syntactic analyzer and semantic tagger to create a pattern that could extract relevant information from free text documents or more structured documents like web pages. In this paper, we propose an approach to create a set of extraction pattern by combining a particular Part Of Speech (POS) tagger and Grammatical Parser, i.e. Stanford POS Tagger and Link Grammar Parser(LG). The extraction pattern will be used in a Name Entity Recognition (NER) system to identify the occurrences of some entities in free text documents. We demonstrate the algorithm on accident report as a case study. 2009-11 Conference or Workshop Item PeerReviewed application/pdf en http://scholars.utp.edu.my/id/eprint/1685/1/Final_Paper-ICCTD.pdf Sari, Y. and Hassan, M.F. and Zamin, N. (2009) Creating Extraction Pattern by Combining Part of Speech Tagger and Grammatical Parser. In: International Conference on Computer Technology and Development (ICCTD 2009), 13-15 November 2009, Kota Kinabalu, Sabah, Malaysia. http://doi.ieeecomputersociety.org/10.1109/ICCTD.2009.227 |
| spellingShingle | QA75 Electronic computers. Computer science QA76 Computer software Sari, Y. Hassan, M.F. Zamin, N. Creating Extraction Pattern by Combining Part of Speech Tagger and Grammatical Parser |
| title | Creating Extraction Pattern by Combining Part
of Speech Tagger and Grammatical Parser |
| title_full | Creating Extraction Pattern by Combining Part
of Speech Tagger and Grammatical Parser |
| title_fullStr | Creating Extraction Pattern by Combining Part
of Speech Tagger and Grammatical Parser |
| title_full_unstemmed | Creating Extraction Pattern by Combining Part
of Speech Tagger and Grammatical Parser |
| title_short | Creating Extraction Pattern by Combining Part
of Speech Tagger and Grammatical Parser |
| title_sort | creating extraction pattern by combining part
of speech tagger and grammatical parser |
| topic | QA75 Electronic computers. Computer science QA76 Computer software |
| url | http://scholars.utp.edu.my/id/eprint/1685/ http://scholars.utp.edu.my/id/eprint/1685/ http://scholars.utp.edu.my/id/eprint/1685/1/Final_Paper-ICCTD.pdf |