Optimized methods for Arabic information retrieval system

مقدم أطروحة جامعية

Mahbub, Muhammad Abd al-Dayim Abd al-Hadi

مشرف أطروحة جامعية

Kanan, Ghassan Jaddu

أعضاء اللجنة

al-Shaykh, Isam
al-Shalabi, Riyad
Hudayb, Amjad

الجامعة

الأكاديمية العربية للعلوم المالية و المصرفية

الكلية

كلية نظم و تكنولوجيا المعلومات

القسم الأكاديمي

قسم نظم المعلومات الحاسوبية

دولة الجامعة

الأردن

الدرجة العلمية

دكتوراه

تاريخ الدرجة العلمية

2010

الملخص الإنجليزي

This thesis has investigated new computational methods for retrieval optimization by Arabic text documents; instead of migrating methods used in other languages.

So far we have studied the rationale behind Information Retrieval from Arabic linguistics; and a fully improved computational framework as well.

We have used a developed taxonomy for Arabic information retrieval system; which has mainly new prospective for an Arabic data organization; and also provided excellent solutions for Arabic-IR system by means of emerging both Arabic linguistics and knowledge base system methods.

We have applied expert system methods for optimizing the performance of the Arabic-IR new model in documents classification and searching as well as documents retrieving.

A special stemmer has been constructed to be used for stemming words in Modern Standard Arabic.

التخصصات الرئيسية

تكنولوجيا المعلومات وعلم الحاسوب

الموضوعات

عدد الصفحات

103

قائمة المحتويات

Table of contents.

Abstract.

Chapter One : an Introduction.

Chapter Two : related work.

Chapter Three : an introduction to information retrieval system.

Chapter Four : an introduction to Arabic language

Chapter Five : new developed taxonomy for Arabic-IRs.

Chapter Six : arabic-text-preprocessing.

Chapter Seven : arabic-Irs based on knowledge base system.

Chapter Eight : experimental model.

References.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Mahbub, Muhammad Abd al-Dayim Abd al-Hadi. (2010). Optimized methods for Arabic information retrieval system. (Doctoral dissertations Theses and Dissertations Master). Arab Academy for Financial and Banking Sciences, Jordan
https://search.emarefa.net/detail/BIM-307275

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Mahbub, Muhammad Abd al-Dayim Abd al-Hadi. Optimized methods for Arabic information retrieval system. (Doctoral dissertations Theses and Dissertations Master). Arab Academy for Financial and Banking Sciences. (2010).
https://search.emarefa.net/detail/BIM-307275

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Mahbub, Muhammad Abd al-Dayim Abd al-Hadi. (2010). Optimized methods for Arabic information retrieval system. (Doctoral dissertations Theses and Dissertations Master). Arab Academy for Financial and Banking Sciences, Jordan
https://search.emarefa.net/detail/BIM-307275

لغة النص

الإنجليزية

نوع البيانات

رسائل جامعية

رقم السجل

BIM-307275