Arabic texts classification based on keywords extraction technique

المؤلفون المشاركون

Kazim, S. M.
Abd al-Amir, A. Q.

المصدر

Engineering and Technology Journal

العدد

المجلد 35، العدد 2B (28 فبراير/شباط 2017)، ص ص. 96-104، 9ص.

الناشر

الجامعة التكنولوجية

تاريخ النشر

2017-02-28

دولة النشر

العراق

عدد الصفحات

9

التخصصات الرئيسية

العلوم الهندسية والتكنولوجية (متداخلة التخصصات)

الملخص EN

Keyword is useful for a various purposes including labeling, summarizing, indexing, categorization, searching, and clustering.

In this paper we will extract keywords from the Arabic text in order to classify it.

The proposed system classify any Arabic text through simple statistic and linguistic approaches by extracting the keywords of the text (with their frequency that appear in the text) depending on a Date Base of a particular field (in this work we choose computer science field).

This Data Base is represented using one B+ tree for keywords and the other DataBase for non-keywords.

The proposed system was implemented using Visual Prolog 5.1, and after testing, it proved to be a valuable for Arabic text classification (From the viewpoint of accuracy and search time).

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Kazim, S. M.& Abd al-Amir, A. Q.. 2017. Arabic texts classification based on keywords extraction technique. Engineering and Technology Journal،Vol. 35, no. 2B, pp.96-104.
https://search.emarefa.net/detail/BIM-808642

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Kazim, S. M.& Abd al-Amir, A. Q.. Arabic texts classification based on keywords extraction technique. Engineering and Technology Journal Vol. 35, no. 2B (2017), pp.96-104.
https://search.emarefa.net/detail/BIM-808642

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Kazim, S. M.& Abd al-Amir, A. Q.. Arabic texts classification based on keywords extraction technique. Engineering and Technology Journal. 2017. Vol. 35, no. 2B, pp.96-104.
https://search.emarefa.net/detail/BIM-808642

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references : p. 104

رقم السجل

BIM-808642