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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| Main Author: | |
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| Format: | Thesis |
| Language: | eng eng |
| 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 |
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| Summary: | 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. |
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