Word sense disambiguation for English Quranic IR system
Quranic text Information Retrieval (IR) is quite demanding yet very trivial due to that user will not always use the exact keywords to retrieve the relevant Quranic text (verse). Many have tried to overcome this problem by expanding or reformulating the query entered by users using semantic approach...
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| Main Authors: | , , , , |
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| Format: | Conference or Workshop Item |
| Language: | en en |
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IEEE
2015
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| Online Access: | http://umpir.ump.edu.my/id/eprint/30270/1/Word%20sense%20disambiguation%20for%20English%20Quranic%20IR%20system.pdf http://umpir.ump.edu.my/id/eprint/30270/2/Word%20sense%20disambiguation%20for%20English%20Quranic%20IR%20system_FULL.pdf http://umpir.ump.edu.my/id/eprint/30270/ https://doi.org/10.1109/NOORIC.2013.49 |
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| author | Sabrina, Tiun Zakr, Hamed Masnizah, Mohd Noor Azlinda, Zainal Abidin Ahmad Irfan, Ikmal Hisham |
| author_facet | Sabrina, Tiun Zakr, Hamed Masnizah, Mohd Noor Azlinda, Zainal Abidin Ahmad Irfan, Ikmal Hisham |
| author_sort | Sabrina, Tiun |
| building | UMPSA Library |
| collection | Institutional Repository |
| content_provider | Universiti Malaysia Pahang Al-Sultan Abdullah |
| content_source | UMPSA Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Quranic text Information Retrieval (IR) is quite demanding yet very trivial due to that user will not always use the exact keywords to retrieve the relevant Quranic text (verse). Many have tried to overcome this problem by expanding or reformulating the query entered by users using semantic approaches with resources such as ontologies and thesauri. Word Sense Disambiguation (WSD) has been less interest to the IR research community due to the insignificant or very little significant impact on the IR performance. Recently, researchers pay interest on applying WSD to the IR problem due to the intuition that deep semantic analysis on the query process will give good impact on the IR performance. However, we have not seen any articles mentioning the use of WSD for Quranic IR, which we are assuming less or none research on WSD for Quranic IR have been carried out. Thus, this motivates us to explore WSD impact on Quranic IR performance. This paper will describe our on-going project on building an English Quranic WSD at the early stage, which is still at the proposal stage, where we layout what could be the best approach, resources and disambiguation algorithm for Quranic WSD for IR. |
| format | Conference or Workshop Item |
| id | my.ump.umpir.30270 |
| institution | Universiti Malaysia Pahang |
| language | en en |
| publishDate | 2015 |
| publisher | IEEE |
| record_format | eprints |
| spelling | my.ump.umpir.302702022-03-02T06:47:09Z http://umpir.ump.edu.my/id/eprint/30270/ Word sense disambiguation for English Quranic IR system Sabrina, Tiun Zakr, Hamed Masnizah, Mohd Noor Azlinda, Zainal Abidin Ahmad Irfan, Ikmal Hisham BP Islam. Bahaism. Theosophy, etc LB Theory and practice of education Quranic text Information Retrieval (IR) is quite demanding yet very trivial due to that user will not always use the exact keywords to retrieve the relevant Quranic text (verse). Many have tried to overcome this problem by expanding or reformulating the query entered by users using semantic approaches with resources such as ontologies and thesauri. Word Sense Disambiguation (WSD) has been less interest to the IR research community due to the insignificant or very little significant impact on the IR performance. Recently, researchers pay interest on applying WSD to the IR problem due to the intuition that deep semantic analysis on the query process will give good impact on the IR performance. However, we have not seen any articles mentioning the use of WSD for Quranic IR, which we are assuming less or none research on WSD for Quranic IR have been carried out. Thus, this motivates us to explore WSD impact on Quranic IR performance. This paper will describe our on-going project on building an English Quranic WSD at the early stage, which is still at the proposal stage, where we layout what could be the best approach, resources and disambiguation algorithm for Quranic WSD for IR. IEEE 2015-09-25 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/30270/1/Word%20sense%20disambiguation%20for%20English%20Quranic%20IR%20system.pdf pdf en http://umpir.ump.edu.my/id/eprint/30270/2/Word%20sense%20disambiguation%20for%20English%20Quranic%20IR%20system_FULL.pdf Sabrina, Tiun and Zakr, Hamed and Masnizah, Mohd and Noor Azlinda, Zainal Abidin and Ahmad Irfan, Ikmal Hisham (2015) Word sense disambiguation for English Quranic IR system. In: 2013 Taibah University International Conference on Advances in Information Technology for the Holy Quran and Its Sciences, NOORIC 2013 , 22 - 25 December 2013 , Madinah, Saudi Arabia. pp. 199-202. (7277246). ISBN 9781479928231 (Published) https://doi.org/10.1109/NOORIC.2013.49 |
| spellingShingle | BP Islam. Bahaism. Theosophy, etc LB Theory and practice of education Sabrina, Tiun Zakr, Hamed Masnizah, Mohd Noor Azlinda, Zainal Abidin Ahmad Irfan, Ikmal Hisham Word sense disambiguation for English Quranic IR system |
| title | Word sense disambiguation for English Quranic IR system |
| title_full | Word sense disambiguation for English Quranic IR system |
| title_fullStr | Word sense disambiguation for English Quranic IR system |
| title_full_unstemmed | Word sense disambiguation for English Quranic IR system |
| title_short | Word sense disambiguation for English Quranic IR system |
| title_sort | word sense disambiguation for english quranic ir system |
| topic | BP Islam. Bahaism. Theosophy, etc LB Theory and practice of education |
| url | http://umpir.ump.edu.my/id/eprint/30270/1/Word%20sense%20disambiguation%20for%20English%20Quranic%20IR%20system.pdf http://umpir.ump.edu.my/id/eprint/30270/2/Word%20sense%20disambiguation%20for%20English%20Quranic%20IR%20system_FULL.pdf http://umpir.ump.edu.my/id/eprint/30270/ https://doi.org/10.1109/NOORIC.2013.49 |
| url_provider | http://umpir.ump.edu.my/ |