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Towards A Standard Part Of Speech Tagset For The Arabic Language

المصدر: مجلة جامعة الملك سعود - علوم الحاسب والمعلومات
الناشر: جامعة الملك سعود
المؤلف الرئيسي: Zeroual, Imad (Author)
مؤلفين آخرين: Lakhouaja, Abdelhak (Co-Author) , Belahbib, Rachid (Co-Author)
المجلد/العدد: مج29, ع2
محكمة: نعم
الدولة: السعودية
التاريخ الميلادي: 2017
الصفحات: 171 - 178
DOI: 10.33948/0584-029-002-005
ISSN: 1319-1578
رقم MD: 974093
نوع المحتوى: بحوث ومقالات
اللغة: الإنجليزية
قواعد المعلومات: science
مواضيع:
كلمات المؤلف المفتاحية:
Natural Language Processing | Part Of Speech | Tagging | Arabic Tagset | Tree Tagger
رابط المحتوى:
صورة الغلاف QR قانون
حفظ في:
LEADER 02344nam a22002537a 4500
001 1716924
024 |3 10.33948/0584-029-002-005 
041 |a eng 
044 |b السعودية 
100 |9 525335  |a Zeroual, Imad  |e Author 
245 |a Towards A Standard Part Of Speech Tagset For The Arabic Language 
260 |b جامعة الملك سعود  |c 2017 
300 |a 171 - 178 
336 |a بحوث ومقالات  |b Article 
520 |b Part of Speech (PoS) tagging is still not very well investigated with respect to the Arabic language. Determining the PoS tags of a word in a particular context is difficult, primarily because there is no use of diacritics in most of contemporary texts. Consequently, the same word may be spelled in different ways. Further, detecting the difference between Arabic derivatives represents a very challenging issue for the majority of PoS taggers. Hence, the task of tagging the correct PoS tags requires advanced processing and the use of considerable resources. This study aims to design detailed hierarchical levels of the Arabic tagset categories and their relationships. These hierarchical levels allow easier expansion when required and produce more accurate and precise results. They are based on a comparative study and important references in Arabic grammar; they are also validated by experts in this field. In addition, the proposed tagset is implemented in a PoS tagger and tested via various experiments. We believe that our study makes a significant contribution to the literature because this work is an advancement in the direction of achieving a standard, rich, and comprehensive tagset for Arabic. 
653 |a اللغة العربية  |a التراكيب اللغوية  |a اللسانيات الحاسوبية 
692 |b Natural Language Processing  |b Part Of Speech  |b Tagging  |b Arabic Tagset  |b Tree Tagger 
700 |9 525323  |a Lakhouaja, Abdelhak  |e Co-Author 
700 |9 525336  |a Belahbib, Rachid  |e Co-Author 
773 |c 005  |e Journal of King Saud University (Computer and Information Sciences)  |f Maǧalaẗ ǧamʼaẗ al-malīk Saud : ùlm al-ḥasib wa al-maʼlumat  |l 002  |m مج29, ع2  |o 0584  |s مجلة جامعة الملك سعود - علوم الحاسب والمعلومات  |v 029  |x 1319-1578 
856 |u 0584-029-002-005.pdf 
930 |d y  |p y 
995 |a science 
999 |c 974093  |d 974093 

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