Word prediction algorithm in resolving ambiguity in Malay text
Word prediction algorithms are widely used in aiding disables by recommending the next potential word to be used. In this paper, the word prediction algorithm, n-gram, is used to resolve ambiguity in Malay text to retrieve relevant information. The test collection consists of Malay translated Al-Qur...
| Main Authors: | Sazali, S.S., Bakar, Z.A., Jaafar, J. |
|---|---|
| Format: | Conference or Workshop Item |
| Institution: | Universiti Teknologi Petronas |
| Record Id / ISBN-0: | utp-eprints.30798 / |
| Published: |
Institute of Electrical and Electronics Engineers Inc.
2016
|
| Online Access: |
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84997498658&partnerID=40&md5=7e36be5eccbc4c213dcb468db7ee1f63 http://eprints.utp.edu.my/30798/ |
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utp-eprints.307982022-03-25T07:33:29Z Word prediction algorithm in resolving ambiguity in Malay text Sazali, S.S. Bakar, Z.A. Jaafar, J. Word prediction algorithms are widely used in aiding disables by recommending the next potential word to be used. In this paper, the word prediction algorithm, n-gram, is used to resolve ambiguity in Malay text to retrieve relevant information. The test collection consists of Malay translated Al-Quran and Hadith. Initial experiment is conducted using the keyword madu that retrieved 72 Hadiths and 3 translated Al-Quran documents. Experiments are conducted on these retrieved documents using bigram and trigram. Result shows that trigram gives better prediction and retrieved relevant documents compared to the bigram. © 2016 IEEE. Institute of Electrical and Electronics Engineers Inc. 2016 Conference or Workshop Item NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-84997498658&partnerID=40&md5=7e36be5eccbc4c213dcb468db7ee1f63 Sazali, S.S. and Bakar, Z.A. and Jaafar, J. (2016) Word prediction algorithm in resolving ambiguity in Malay text. In: UNSPECIFIED. http://eprints.utp.edu.my/30798/ |
| institution |
Universiti Teknologi Petronas |
| collection |
UTP Institutional Repository |
| description |
Word prediction algorithms are widely used in aiding disables by recommending the next potential word to be used. In this paper, the word prediction algorithm, n-gram, is used to resolve ambiguity in Malay text to retrieve relevant information. The test collection consists of Malay translated Al-Quran and Hadith. Initial experiment is conducted using the keyword madu that retrieved 72 Hadiths and 3 translated Al-Quran documents. Experiments are conducted on these retrieved documents using bigram and trigram. Result shows that trigram gives better prediction and retrieved relevant documents compared to the bigram. © 2016 IEEE. |
| format |
Conference or Workshop Item |
| author |
Sazali, S.S. Bakar, Z.A. Jaafar, J. |
| spellingShingle |
Sazali, S.S. Bakar, Z.A. Jaafar, J. Word prediction algorithm in resolving ambiguity in Malay text |
| author_sort |
Sazali, S.S. |
| title |
Word prediction algorithm in resolving ambiguity in Malay text |
| title_short |
Word prediction algorithm in resolving ambiguity in Malay text |
| title_full |
Word prediction algorithm in resolving ambiguity in Malay text |
| title_fullStr |
Word prediction algorithm in resolving ambiguity in Malay text |
| title_full_unstemmed |
Word prediction algorithm in resolving ambiguity in Malay text |
| title_sort |
word prediction algorithm in resolving ambiguity in malay text |
| publisher |
Institute of Electrical and Electronics Engineers Inc. |
| publishDate |
2016 |
| url |
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84997498658&partnerID=40&md5=7e36be5eccbc4c213dcb468db7ee1f63 http://eprints.utp.edu.my/30798/ |
| _version_ |
1741197468427616256 |
| score |
11.62408 |