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- W2058647528 abstract "Arabic text interpretation depends among other things on a pre-processing stage in extracting effectively a correct stem or root. We address in this work a linguistic approach for root extraction as a pre-processing step for Arabic text mining. The linguistic approach is composed of a rule-based light stemmer and a pattern-based infix remover. We propose an algorithm to handle weak, eliminated-long-vowel, hamzated, and geminated words since the linguistic approach does not handle such cases and a reasonably large portion of Arabic words in texts are irregular. The accuracy of the extracted roots is determined by comparing them with a predefined list of 5,405 triliteral and quadriliteral roots. The linguistic approach performance (with and without the proposed correction algorithm) was tested on an in-house text collection of eight categories. The proposed correction algorithm improved the accuracy of the linguistic one by about 14%." @default.
- W2058647528 created "2016-06-24" @default.
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- W2058647528 date "2010-11-01" @default.
- W2058647528 modified "2023-10-18" @default.
- W2058647528 title "An improved root extraction technique for Arabic words" @default.
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- W2058647528 doi "https://doi.org/10.1109/icctd.2010.5645872" @default.
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