Main Page
Deanship
The Dean
Dean's Word
Curriculum Vitae
Contact the Dean
Vision and Mission
Organizational Structure
Vice- Deanship
Vice- Dean
KAU Graduate Studies
Research Services & Courses
Research Services Unit
Important Research for Society
Deanship's Services
FAQs
Research
Staff Directory
Files
Favorite Websites
Deanship Access Map
Graduate Studies Awards
Deanship's Staff
Staff Directory
Files
Researches
Contact us
عربي
English
About
Admission
Academic
Research and Innovations
University Life
E-Services
Search
Deanship of Graduate Studies
Document Details
Document Type
:
Thesis
Document Title
:
Identifying Key Factors Affecting Distance Learning Students Performance Using Data Mining Techniques
تحديد العوامل الرئيسية التي تؤثر على أداء طلاب التعليم عن بعد باستخدام طرق تنقيب البيانات
Subject
:
Faculty of Computing and Information Technology
Document Language
:
Arabic
Abstract
:
Educational data has grown over the years with the increased use of technology within educational environments. To meet this analytical need, Educational Data Mining (EDM) has emerged to assist educational institutions in identifying key benefits such as students at risk, the level of student engagement or predicting student performance. The aim of this research is to explore the various aspects of student interaction data using data mining techniques to identify relevant patterns of behaviors that have higher degrees of influence on distance learning students. The main findings identified several student profiles mapped to specific online learning strategies, based on the total activities, level of content access, and level of online interaction. The research proposed a prototype for processing interaction data based on R and Hadoop platforms to analyze student online profiles and behaviors affecting them.
Supervisor
:
Dr. Muazzam Siddiqui
Thesis Type
:
Master Thesis
Publishing Year
:
1441 AH
2020 AD
Co-Supervisor
:
Dr. Naif Aljohani
Added Date
:
Friday, May 29, 2020
Researchers
Researcher Name (Arabic)
Researcher Name (English)
Researcher Type
Dr Grade
Email
أسامة سامر إسلام
Islam, Osama Samer
Researcher
Master
Files
File Name
Type
Description
46249.pdf
pdf
Back To Researches Page