ICGST- AIML Journal

AIML Volume 06 - Issue (III) ICGST

An Intelligent System Based on Statistical Learning For Searching in Arabic Text

 Reda A. El-Khoribi and Mahmoud A. Ismael

Faculty of Computers and Information, Cairo University, Giza, Egypt

Abstract:

In this paper, a novel Arabic text categorization system has been developed based on statistical learning. The system uses a new method for feature extraction. The system has been implemented and tested using an Arabic text corpus. Results prove that the efficiency of the proposed system in text categorization of Arabic documents. Moreover, the system proved powerfulness in grasping the semantics of documents so that it has encouragement results as a question answering system.

Keywords: Text mining, Text Categorization, Hidden Markov Models, Arabic Stemming

(Full Paper 584 KB)

Biography:

 Reda A. El-Khoribi, Associate Prof., Faculty of Computers and Information, Cairo University, Egypt. PhD in Electronics and Communications Engineering, Cairo University 1998. MSC in  Electronics and Communication Engineering, Faculty of Engineering, Cairo University, 1993. BSC in Electronics and Communication Engineering, Faculty of Engineering, Cairo University, 1988. He is currently in the Information Technology department of the faculty of Computers and Information, Cairo University. His research interests include: Image processing and Computer vision, pattern classification, signal processing, computer graphics and artificial intelligence.

Mahmoud A. Ismael, Associate Prof. Faculty of Computers and Information, Cairo University, Egypt. PhD in Computers and Systems Engineering, Ain Shams University 1998. MSC in  Electronics and Communication Engineering, Faculty of Engineering, Cairo University, 1994. BSC in  Electronics and Communication Engineering, Faculty of Engineering, Cairo University, 1990.  He is currently in the Information Technology department of the faculty of Computers and Information, Cairo University. His research interests include: Speech recognition, pattern classification, signal processing and artificial intelligence.

BibTex:

@ARTICLE{P1120634001,

AUTHOR = {Reda A. El-Khoribi and Mahmoud A. Ismael},

TITLE = {An Intelligent System Based on Statistical Learning For Searching in Arabic Text},

JOURNAL ={ICGST  International Journal on Artificial Intelligence and Machine Learning, AIML},

YEAR = {2006},

VOLUME = {6},

ISSUE ={3},

PAGES = {41--47}

}

(Full Paper 584 KB)