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Predicting Students' Continuance Use of Learning Management System at a Technical University Using Machine Learning Algorithms
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Kuadey, Noble Arden; Mahama, Francois; Ankora, Carlos; Bensah, Lily; Maale, Gerald Tietaa; Agbesi, Victor Kwaku; Kuadey, Anthony Mawuena; Adjei, Laurene – Interactive Technology and Smart Education, 2023
Purpose: This study aims to investigate factors that could predict the continued usage of e-learning systems, such as the learning management systems (LMS) at a Technical University in Ghana using machine learning algorithms. Design/methodology/approach: The proposed model for this study adopted a unified theory of acceptance and use of technology…
Descriptors: Foreign Countries, College Students, Learning Management Systems, Student Behavior
Exploring Students Digital Activities and Performances through Their Activities Logged in Learning Management System Using Educational Data Mining Approach
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Bessadok, Adel; Abouzinadah, Ehab; Rabie, Osama – Interactive Technology and Smart Education, 2023
Purpose: This paper aims to investigate the relationship between the students' digital activities and their academic performance through two stages. In the first stage, students' digital activities were studied and clustered based on the attributes of their activity log of learning management system (LMS) data set. In the second stage, the…
Descriptors: Learning Activities, Academic Achievement, Learning Management Systems, Data Analysis
What Roles Do Quality and Cognitive Absorption Play in Evaluating Cloud-Based E-Learning System Success? Evidence from Medical Professionals
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Cheng, Yung-Ming – Interactive Technology and Smart Education, 2023
Purpose: The purpose of this study is to propose a hybrid model integrating the expectation-confirmation model with the views of cognitive absorption (CA) theory and updated DeLone and McLean information system success model to examine whether quality factors as antecedents to medical professionals' beliefs can affect their continuance intention…
Descriptors: Cognitive Processes, Electronic Learning, Expectation, Health Personnel
To Use or Not to Use? SDM Utilisation in the Development of LMS in South Africa
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Kobus van Aswegen; Magda Huisman; Estelle Taylor – Interactive Technology and Smart Education, 2014
Purpose: The purpose of this study was to determine if Systems Development Methodologies (SDMs) are being utilised effectively in the development of Learning Management Systems (LMSs) in South Africa. With e-learning being a critical component of modern educational systems, it has become essential to ensure that LMSs of a high standard are being…
Descriptors: Learning Management Systems, Technology Uses in Education, Electronic Learning, Computer Software
A Drawing Learning Support System Based on the Drawing Process Model
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Takashi Nagai; Mizue Kayama; Kazunori Itoh – Interactive Technology and Smart Education, 2014
Purpose: The purpose of this study is to explore a support system for beginners in drawing in a networked environment. Learners can receive advice and assessments from art experts without time and/or place constraints by using the proposed system. The authors investigate the possibilities of online supporting drawing learning. Two key factors are…
Descriptors: Art Education, Freehand Drawing, Computer Graphics, Computer Assisted Instruction