Faculty of Computing and Information Technology | Researches | Decision Support System Based on Markov Model for Performance Evaluation of Students Flow in FCIT-KAU

Faculty of Computing and Information Technology

Document Details

Document Type	:	Article In Conference
Document Title	:	Decision Support System Based on Markov Model for Performance Evaluation of Students Flow in FCIT-KAU نظام لدعم القرارات بالإستناد على نموذج (ماركوف) يقوم بتقييم أداء تدفق الطلاب في كلية الحاسبات وتقنية المعلومات – جامعة الملك عبد العزيز
Subject	:	Decision Support Systems
Document Language	:	English
Abstract	:	This paper proposes an effective decision support system based on an absorbing Markov, which is used for helping decision makers in Faculty of Computing and Information Technology (FCIT) at King Abdul Aziz University (KAU) in controlling student’s flow transition enrollment. Several important controlling criteria that govern student’s flow performance during semesters are evaluated. These include estimating students flow between deferent study levels, the average life time a student spends at each level, the semesters required for graduation, and students graduating probability. A complete performance evaluation comparison between boys and girls at IT College is investigated. Results show that girls achieved better performance than boys. The system has several advantages, such as, helping to find any bottle necks to be solved during students transition study from one semester to another, and helping to know students needed facilities to planning for future required resources, hence achieving good quality and efficient university education.
Conference Name	:	12th International Conference on Intelligent Systems Design and Applications (ISDA)
Duration	:	From : 19 ربيع ثانى 1433 AH - To : 21 ربيع ثانى 1433 AH From : 12 مارس 2012 AD - To : 14 مارس 2012 AD
Publishing Year	:	1433 AH 2012 AD
Number Of Pages	:	6
Article Type	:	Article
Conference Place	:	Al-Madinah Al-Munawwarah, Saudi Arabia,
Organizing Body	:	College of Computer Science & Engineering, Taibah University
Added Date	:	Sunday, September 16, 2012

Researchers

Researcher Name (Arabic)	Researcher Name (English)	Researcher Type	Dr Grade	Email
عبدالفتاح سليمان مشاط	Mashat, Abdulfatah Suliman	Investigator	Doctorate	asmashat@kau.edu.sa
عبدالحميد رجب	Ragab, Abdulhamid	Researcher	Doctorate	ahm_ragab@yahoo.com
احمد خضرا	Khedra, Ahmed	Researcher		ahmedkhedra@gmail.com

Files

File Name	Type	Description
34781.pdf	pdf

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