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Meriem Zerkouk; Miloud Mihoubi; Belkacem Chikhaoui; Shengrui Wang – Education and Information Technologies, 2024
School dropout is a significant issue in distance learning, and early detection is crucial for addressing the problem. Our study aims to create a binary classification model that anticipates students' activity levels based on their current achievements and engagement on a Canadian Distance learning Platform. Predicting student dropout, a common…
Descriptors: Artificial Intelligence, Dropouts, Prediction, Distance Education
Marc Burchart; Joerg M. Haake – IEEE Transactions on Learning Technologies, 2024
In distance education courses with a large number of students and groups, the organization and facilitation of collaborative writing tasks are challenging. Teachers need support for planning, specification, execution, monitoring, and evaluation of collaborative writing tasks in their course. This requires a collaborative learning platform for…
Descriptors: Writing Instruction, Distance Education, Large Group Instruction, Learning Management Systems
Thuy Dung Pham Thi; Nam Tien Duong – Education and Information Technologies, 2024
With the explosive growth of various applications on the Internet, higher education institutions have advocated distance learning courses, making research on online learning increasingly important. This study attempts to emphasize the characteristics of instruction in online learning systems, using the Theory of Planned Behavior. Two groups of…
Descriptors: Electronic Learning, College Students, Behavior Theories, Intention
Rulinawaty; Lukman Samboteng; Agus Joko Purwanto; Setyo Kuncoro; Jasrial; Mashuri H. Tahilili; Yudi Efendi; Ayi Karyana – Cogent Education, 2024
The learning management system (LMS) is claimed to be a crucial strategy for creating successful e-learning and teaching methods, enhancing students' learning satisfaction and achieving academic outcomes. Although the Indonesia Open University has implemented e-learning innovation through LMS in higher education, it has not gained popularity.…
Descriptors: Information Systems, Models, Learning Management Systems, Program Implementation
Masrani, Saiful Ahmad; Mohd Amin, Mohd Rushidi; Sivakumaran, Vinesh Maran; Piaralal, Shishi Kumar – Higher Education, Skills and Work-based Learning, 2023
Purpose: The aim of this study is to explore and establish the relationships between justice dimensions, expectation-confirmation model (ECM) and continuance intention and also to examine the mediating effect of learners' satisfaction and perceived usefulness toward continuance intentions of the university learning management system (LMS) within…
Descriptors: College Students, Learning Management Systems, Open Education, Distance Education
Tran, Tuan M.; Hasegawa, Shinobu – International Association for Development of the Information Society, 2022
A learner model reflects learning patterns and characteristics of a learner. A learner model with learning history and its effectiveness plays a significant role in supporting a learner's understanding of their strengths and weaknesses of their way of learning in order to make proper adjustments for improvement. Nowadays, learners have been…
Descriptors: Markov Processes, Learning Processes, Models, Scores
Kalinkara, Yusuf; Talan, Tarik – Journal of Learning for Development, 2022
Various theories and models are used to understand the impact of technology in education. One of these models is the UTAUT-2 model. This model allows us to understand the acceptance and use of technology. In this study, students' intentions and behaviours related to using the UBYS system, which is used as a learning management system, were…
Descriptors: Educational Technology, Technology Uses in Education, Models, Intention
Saman, Abdul; Harum, Akhmad; Bakhtiar, Muhammad Ilham – Online Submission, 2022
The study aims to: (1) get the description of guidance and counseling services in the COVID-19 pandemic era during the studying from home implemented by schools in South Sulawesi; (2) to identify the types of activities related to guidance and counseling services in the COVID-19 pandemic era; and (3) to identify types of counseling service in the…
Descriptors: Counseling Services, Models, COVID-19, Pandemics
Bardesi, Hisham Jameel; Garba, Ibrahim – Arab World English Journal, 2022
King Abdulaziz University (KAU) took extra measures in response to COVID-19 in March 2020. The current research evaluated an Emergency Training Session (ETS) Knowledge Model during the pandemic with the aim of identifying for the Deanship of e-Learning and Distance Education (DeLDE) to evaluate how the e-learning services support learning and…
Descriptors: COVID-19, Pandemics, Immunization Programs, Electronic Learning