17-12-2025
جامعة الملك عبدالعزيز
KING ABDULAZIZ UNIVERSITY
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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