Stemming Algorithm in Searching Malay Text
Stemming is one of the processes that can be used to improve performance of a search engine. It reduces the variant word forms to common forms. This project evaluates the retrieval effectiveness of stemming algorithm in searching and retrieving relevant Malay Web pages based on user natural query w...
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| Format: | Thesis |
| Language: | en en |
| Published: |
2004
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| Subjects: | |
| Online Access: | https://etd.uum.edu.my/1409/1/RIZAUDDIN_B._SAIAN.pdf https://etd.uum.edu.my/1409/2/1.RIZAUDDIN_B._SAIAN.pdf https://etd.uum.edu.my/1409/ |
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| _version_ | 1833435652753981440 |
|---|---|
| author | Rizauddin, Saian |
| author_facet | Rizauddin, Saian |
| author_sort | Rizauddin, Saian |
| building | UUM Library |
| collection | Institutional Repository |
| content_provider | Universiti Utara Malaysia |
| content_source | UUM Electronic Theses |
| continent | Asia |
| country | Malaysia |
| description | Stemming is one of the processes that can be used to improve performance of a search engine. It reduces the variant word forms to common forms. This project
evaluates the retrieval effectiveness of stemming algorithm in searching and retrieving relevant Malay Web pages based on user natural query words. The retrieved Web pages are weighted and ranked using Inverse Document Frequency
function. The retrieval effectiveness is measured using standard recall and precision. Experiments performed show that searching with stemming improves retrieval effectiveness when compared to searching without stemming algorithm. |
| format | Thesis |
| id | my.uum.etd-1409 |
| institution | Universiti Utara Malaysia |
| language | en en |
| publishDate | 2004 |
| record_format | eprints |
| spelling | my.uum.etd-14092013-07-24T12:11:49Z https://etd.uum.edu.my/1409/ Stemming Algorithm in Searching Malay Text Rizauddin, Saian QA76 Computer software Stemming is one of the processes that can be used to improve performance of a search engine. It reduces the variant word forms to common forms. This project evaluates the retrieval effectiveness of stemming algorithm in searching and retrieving relevant Malay Web pages based on user natural query words. The retrieved Web pages are weighted and ranked using Inverse Document Frequency function. The retrieval effectiveness is measured using standard recall and precision. Experiments performed show that searching with stemming improves retrieval effectiveness when compared to searching without stemming algorithm. 2004 Thesis NonPeerReviewed application/pdf en https://etd.uum.edu.my/1409/1/RIZAUDDIN_B._SAIAN.pdf application/pdf en https://etd.uum.edu.my/1409/2/1.RIZAUDDIN_B._SAIAN.pdf Rizauddin, Saian (2004) Stemming Algorithm in Searching Malay Text. Masters thesis, Universiti Utara Malaysia. |
| spellingShingle | QA76 Computer software Rizauddin, Saian Stemming Algorithm in Searching Malay Text |
| title | Stemming Algorithm in Searching Malay Text
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| title_full | Stemming Algorithm in Searching Malay Text
|
| title_fullStr | Stemming Algorithm in Searching Malay Text
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| title_full_unstemmed | Stemming Algorithm in Searching Malay Text
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| title_short | Stemming Algorithm in Searching Malay Text
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| title_sort | stemming algorithm in searching malay text |
| topic | QA76 Computer software |
| url | https://etd.uum.edu.my/1409/1/RIZAUDDIN_B._SAIAN.pdf https://etd.uum.edu.my/1409/2/1.RIZAUDDIN_B._SAIAN.pdf https://etd.uum.edu.my/1409/ |
| url_provider | http://etd.uum.edu.my/ |