Arabic Text Classification Using Polynomial Networks
| المصدر: | مجلة جامعة الملك سعود - علوم الحاسب والمعلومات |
|---|---|
| الناشر: | جامعة الملك سعود |
| المؤلف الرئيسي: | Al-Tahrawi, Mayy M. (Author) |
| مؤلفين آخرين: | Al-Khatib, Sumaya N. (Co-Author) |
| المجلد/العدد: | مج27, ع4 |
| محكمة: | نعم |
| الدولة: |
السعودية |
| التاريخ الميلادي: |
2015
|
| الصفحات: | 437 - 449 |
| DOI: |
10.33948/0584-027-004-008 |
| ISSN: |
1319-1578 |
| رقم MD: | 973738 |
| نوع المحتوى: | بحوث ومقالات |
| اللغة: | الإنجليزية |
| قواعد المعلومات: | science |
| مواضيع: | |
| كلمات المؤلف المفتاحية: |
Polynomial Networks | Arabic Text Classification | Arabic Document Categorizatio
|
| رابط المحتوى: |
| LEADER | 01924nam a22002417a 4500 | ||
|---|---|---|---|
| 001 | 1716600 | ||
| 024 | |3 10.33948/0584-027-004-008 | ||
| 041 | |a eng | ||
| 044 | |b السعودية | ||
| 100 | |9 525072 |a Al-Tahrawi, Mayy M. |e Author | ||
| 245 | |a Arabic Text Classification Using Polynomial Networks | ||
| 260 | |b جامعة الملك سعود |c 2015 | ||
| 300 | |a 437 - 449 | ||
| 336 | |a بحوث ومقالات |b Article | ||
| 520 | |b In this paper, an Arabic statistical learning-based text classification system has been developed using Polynomial Neural Networks. Polynomial Networks have been recently applied to English text classification, but they were never used for Arabic text classification. In this research, we investigate the performance of Polynomial Networks in classifying Arabic texts. Experiments are conducted on a widely used Arabic dataset in text classification: Al-Jazeera News dataset. We chose this dataset to enable direct comparisons of the performance of Polynomial Networks classifier versus other well-known classifiers on this dataset in the literature of Arabic text classification. Results of experiments show that Polynomial Networks classifier is a competitive algorithm to the state-of-the-art ones in the field of Arabic text classification. | ||
| 653 | |a البرمجة اللغوية العصبية |a اللغة العربية |a الشبكات العصبية | ||
| 692 | |b Polynomial Networks |b Arabic Text Classification |b Arabic Document Categorizatio | ||
| 700 | |9 525073 |a Al-Khatib, Sumaya N. |e Co-Author | ||
| 773 | |c 008 |e Journal of King Saud University (Computer and Information Sciences) |f Maǧalaẗ ǧamʼaẗ al-malīk Saud : ùlm al-ḥasib wa al-maʼlumat |l 004 |m مج27, ع4 |o 0584 |s مجلة جامعة الملك سعود - علوم الحاسب والمعلومات |v 027 |x 1319-1578 | ||
| 856 | |u 0584-027-004-008.pdf | ||
| 930 | |d y |p y |q n | ||
| 995 | |a science | ||
| 999 | |c 973738 |d 973738 | ||
عناصر مشابهة
-
Part-of-Speech Tagging for Arabic Text Using Light Gradient Boosting Machine and Artificial Neural Networks
بواسطة: المنسي، ثائر عبدالباسط منشور: (2022) -
Arabic Text Classification Using Learning Vector Quantization
بواسطة: Azarah, Mohammed N. منشور: (2012) -
Arabic text categorization based on features reduction using artificial neural network
بواسطة: الظاهري، سامي عبدالله منشور: (2010) -
Introduction To The Special Issue On Arabic NLP: Current State And Future Challenges
بواسطة: Al Khalifa, Hend S. منشور: (2014) -
A Novel Root Based Arabic Stemmer
بواسطة: Al Kabi, Mohammed Naji منشور: (2015)
