Building a dictionary of Malay language part-of-speech tagged words using Bahasa WordNet and Bahasa Indonesia resources / Mohamed Lubani and Rohana Mahmud
Assigning grammatical categories to words in natural text is a vital step in processing natural language. Language resources and text processing tools such as part-of-speech (POS) can be used to assign each word the corresponding grammatical category based on its context. Such resources are availabl...
| Main Authors: | , |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2015
|
| Subjects: | |
| Online Access: | https://ir.uitm.edu.my/id/eprint/35721/ |
| _version_ | 1848808866573189120 |
|---|---|
| author | Lubani, Mohamed Mahmud, Rohana |
| author_facet | Lubani, Mohamed Mahmud, Rohana |
| author_sort | Lubani, Mohamed |
| building | UiTM Institutional Repository |
| collection | Online Access |
| description | Assigning grammatical categories to words in natural text is a vital step in processing natural language. Language resources and text processing tools such as part-of-speech (POS) can be used to assign each word the corresponding grammatical category based on its context. Such resources are available for the major languages such as English, Spanish and Japanese. However, the lack of resources for Malay language makes it very hard to develop new processing tools and contribute to the automation of the language processing. In this paper, a Malay POS dictionary is built using Bahasa wordnet and a POS tagged of Indonesian corpus, as well as a monolingual Malay dictionary. The output is a list of 25,778 Malay POS tagged words where each word is assigned all its possible grammatical categories. The proposed process can also be used as a guideline for future improvements |
| first_indexed | 2025-11-14T23:05:31Z |
| format | Conference or Workshop Item |
| id | uitm-35721 |
| institution | Universiti Teknologi MARA |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T23:05:31Z |
| publishDate | 2015 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | uitm-357212022-09-11T23:26:48Z https://ir.uitm.edu.my/id/eprint/35721/ Building a dictionary of Malay language part-of-speech tagged words using Bahasa WordNet and Bahasa Indonesia resources / Mohamed Lubani and Rohana Mahmud Lubani, Mohamed Mahmud, Rohana Educational technology Learning. Learning strategies Assigning grammatical categories to words in natural text is a vital step in processing natural language. Language resources and text processing tools such as part-of-speech (POS) can be used to assign each word the corresponding grammatical category based on its context. Such resources are available for the major languages such as English, Spanish and Japanese. However, the lack of resources for Malay language makes it very hard to develop new processing tools and contribute to the automation of the language processing. In this paper, a Malay POS dictionary is built using Bahasa wordnet and a POS tagged of Indonesian corpus, as well as a monolingual Malay dictionary. The output is a list of 25,778 Malay POS tagged words where each word is assigned all its possible grammatical categories. The proposed process can also be used as a guideline for future improvements 2015-12 Conference or Workshop Item PeerReviewed text en https://ir.uitm.edu.my/id/eprint/35721/1/35721.pdf Lubani, Mohamed and Mahmud, Rohana (2015) Building a dictionary of Malay language part-of-speech tagged words using Bahasa WordNet and Bahasa Indonesia resources / Mohamed Lubani and Rohana Mahmud. (2015) In: ICOMHAC2015 eproceedings, 16-17 Disember 2015, Century Helang Hotel, Pulau Langkawi. |
| spellingShingle | Educational technology Learning. Learning strategies Lubani, Mohamed Mahmud, Rohana Building a dictionary of Malay language part-of-speech tagged words using Bahasa WordNet and Bahasa Indonesia resources / Mohamed Lubani and Rohana Mahmud |
| title | Building a dictionary of Malay language part-of-speech tagged words using Bahasa WordNet and Bahasa Indonesia resources / Mohamed Lubani and Rohana Mahmud |
| title_full | Building a dictionary of Malay language part-of-speech tagged words using Bahasa WordNet and Bahasa Indonesia resources / Mohamed Lubani and Rohana Mahmud |
| title_fullStr | Building a dictionary of Malay language part-of-speech tagged words using Bahasa WordNet and Bahasa Indonesia resources / Mohamed Lubani and Rohana Mahmud |
| title_full_unstemmed | Building a dictionary of Malay language part-of-speech tagged words using Bahasa WordNet and Bahasa Indonesia resources / Mohamed Lubani and Rohana Mahmud |
| title_short | Building a dictionary of Malay language part-of-speech tagged words using Bahasa WordNet and Bahasa Indonesia resources / Mohamed Lubani and Rohana Mahmud |
| title_sort | building a dictionary of malay language part-of-speech tagged words using bahasa wordnet and bahasa indonesia resources / mohamed lubani and rohana mahmud |
| topic | Educational technology Learning. Learning strategies |
| url | https://ir.uitm.edu.my/id/eprint/35721/ |