Detection of Adjective Compound Word in Malay Language using Enhanced Syntactic Rules
Compound word is defined as combination two or more words and it will produce a new meaning. Generally, compound word is existed in many languages such as English, Mandarin, Arabic and others. Although, there are discussion of existing methods to detect compound word yet some limitations on detecti...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA Perlis
2021-09-01
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| Series: | Journal of Computing Research and Innovation |
| Subjects: | |
| Online Access: | https://crinn.conferencehunter.com/index.php/jcrinn/article/view/206 |
| _version_ | 1797834426034421760 |
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| author | Zamri Abu Bakar Normaly Kamal Ismail Nurhilyana Anuar Aminatul Solehah Idris |
| author_facet | Zamri Abu Bakar Normaly Kamal Ismail Nurhilyana Anuar Aminatul Solehah Idris |
| author_sort | Zamri Abu Bakar |
| collection | DOAJ |
| description |
Compound word is defined as combination two or more words and it will produce a new meaning. Generally, compound word is existed in many languages such as English, Mandarin, Arabic and others. Although, there are discussion of existing methods to detect compound word yet some limitations on detecting Malay compound word. Thus, this study is done to improve accuracy towards adjective compound words. Training data is used in this study was Malay story books. Digitization data of Malay story book is used in this study. Then, the pre-processing method involved tokenization, stemming, bi-gram and part-of-speech (POS) tagging has been applied to produce the candidate compound word. Applying the enhanced syntactic rules shown the precision result is 70.3% through this study. Thus, this study will contribute to the academic research in improvise the issues on searching and document summarization application.
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| first_indexed | 2024-04-09T14:37:45Z |
| format | Article |
| id | doaj.art-3da8eaae552b47d39e7e4ee8923b20c0 |
| institution | Directory Open Access Journal |
| issn | 2600-8793 |
| language | English |
| last_indexed | 2024-04-09T14:37:45Z |
| publishDate | 2021-09-01 |
| publisher | Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA Perlis |
| record_format | Article |
| series | Journal of Computing Research and Innovation |
| spelling | doaj.art-3da8eaae552b47d39e7e4ee8923b20c02023-05-03T10:36:51ZengFaculty of Computer and Mathematical Sciences, Universiti Teknologi MARA PerlisJournal of Computing Research and Innovation2600-87932021-09-016210.24191/jcrinn.v6i2.206206Detection of Adjective Compound Word in Malay Language using Enhanced Syntactic RulesZamri Abu Bakar0Normaly Kamal Ismail1Nurhilyana Anuar2Aminatul Solehah Idris3Centre of Foundation Studies, Universiti Teknologi MARA Cawangan Selangor, Kampus Dengkil, MalaysiaFaculty of Computer and Mathematical Sciences, Universiti Teknologi MARA, Shah Alam Selangor, MalaysiaCentre of Foundation Studies, Universiti Teknologi MARA Cawangan Selangor, Kampus Dengkil, MalaysiaCentre of Foundation Studies, Universiti Teknologi MARA Cawangan Selangor, Kampus Dengkil, Malaysia Compound word is defined as combination two or more words and it will produce a new meaning. Generally, compound word is existed in many languages such as English, Mandarin, Arabic and others. Although, there are discussion of existing methods to detect compound word yet some limitations on detecting Malay compound word. Thus, this study is done to improve accuracy towards adjective compound words. Training data is used in this study was Malay story books. Digitization data of Malay story book is used in this study. Then, the pre-processing method involved tokenization, stemming, bi-gram and part-of-speech (POS) tagging has been applied to produce the candidate compound word. Applying the enhanced syntactic rules shown the precision result is 70.3% through this study. Thus, this study will contribute to the academic research in improvise the issues on searching and document summarization application. https://crinn.conferencehunter.com/index.php/jcrinn/article/view/206compound wordMalay LanguageSyntactic rulesLanguage |
| spellingShingle | Zamri Abu Bakar Normaly Kamal Ismail Nurhilyana Anuar Aminatul Solehah Idris Detection of Adjective Compound Word in Malay Language using Enhanced Syntactic Rules Journal of Computing Research and Innovation compound word Malay Language Syntactic rules Language |
| title | Detection of Adjective Compound Word in Malay Language using Enhanced Syntactic Rules |
| title_full | Detection of Adjective Compound Word in Malay Language using Enhanced Syntactic Rules |
| title_fullStr | Detection of Adjective Compound Word in Malay Language using Enhanced Syntactic Rules |
| title_full_unstemmed | Detection of Adjective Compound Word in Malay Language using Enhanced Syntactic Rules |
| title_short | Detection of Adjective Compound Word in Malay Language using Enhanced Syntactic Rules |
| title_sort | detection of adjective compound word in malay language using enhanced syntactic rules |
| topic | compound word Malay Language Syntactic rules Language |
| url | https://crinn.conferencehunter.com/index.php/jcrinn/article/view/206 |
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