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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...

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Main Authors: Sazali, S.S., Bakar, Z.A., Jaafar, J.
Format: Conference or Workshop Item
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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spelling my.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
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
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_facet Sazali, S.S.
Bakar, Z.A.
Jaafar, J.
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_ 1738657158320357376
score 13.18916

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