2012 International Conference on Innovations in Information Technology (IIT) 2012
DOI: 10.1109/innovations.2012.6207760
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An efficient stemming for Arabic Text Classification

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Cited by 10 publications
(10 citation statements)
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“…CAD includes predominantly spoken vernaculars, and each Arab country has its dialect. MSA is the official language and includes news, media, and official documents [3]. The direction of writing in the Arabic language is from right to left.…”
Section: Overview Of Arabic Language Structurementioning
confidence: 99%
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“…CAD includes predominantly spoken vernaculars, and each Arab country has its dialect. MSA is the official language and includes news, media, and official documents [3]. The direction of writing in the Arabic language is from right to left.…”
Section: Overview Of Arabic Language Structurementioning
confidence: 99%
“…In doing so, the effect of preprocessing task can be comparatively observed within a wide range of feature size. Feature vectors were built using the function TFiDF as described by Equations (2) and (3).…”
Section: Experimental Configuration and Performance Measurementioning
confidence: 99%
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“…Arabic language consists of three categories: verb, noun, and particle [4] and has three forms; historical liturgical text and old literature texts called Classical Arabic (CA), news media and formal speech called Modern Standard Arabic (MSA), and Dialectal Arabic (DA) which includes predominantly spoken vernaculars and has no written standards, Arabic alphabet consists of 28 basic letters and the Hamza, three of these letters are vowels and the rest are consonants, like all Semitic languages, Arabic orientation is from right to left, it differs from other languages syntactically, morphologically and semantically [11].…”
Section: Arabic Language Characteristicsmentioning
confidence: 99%
“…However, the task of performing the retrieve of information of Arabic language is very problematic, because of many aspects, such as: polysemy, irregular and inflected derived forms, various spelling of certain words, various writing of certain combination character, short vowels (diacritics) and long vowels, and the spectacular availability of affixes in the Arabic words [1,2]. Different methods and approaches have been introduced to retrieve Arabic information [2,3,4,5,6].…”
Section: Introduction and Related Workmentioning
confidence: 99%