E-Learning is a means to support the digitalization of education that accommodates students' learning needs anytime and anywhere. The use of E-learning in higher education has become increasingly massive since the COVID-19 pandemic. Higher education institutions accommodate students' learning needs by utilizing self-developed LMS (Learning…

Students' commitment to online collaborative learning poses a significant challenge for higher education institutions. This study explores the factors that affect students' commitment to Learning Management System (LMS) groups. A conceptual framework is developed that integrates social identity theory, DeLone and McLean's information systems…

Online learning provides students greater access to higher education opportunities when regular, on-campus options are not viable. However, for administrators and educators, online learning can be difficult to assess and ensure quality, which leads institutions to use quality assurance frameworks such as the Blackboard Exemplary Course Program…

Purpose: Through the lens of the information systems success model, self-determination theory, and TAM2, this study proposes and tests an integrative model to investigate students' satisfaction with the use of e-learning systems in higher education institutions in a developing country context. Design/methodology/approach: This study adopted a…

Despite a surge of empirical work on paid Massive Open Online Courses (MOOCs), a review of factors that drive the sales of them remains unexplored. The study aims to consolidate the existing fragmented knowledge by synthesizing the current literature on quality attributes, methodological approaches, theoretical foundations, and additional research…

To prevent students from learning risks and improve teachers' teaching quality, it is of great significance to provide accurate early warning of learning performance to students by analyzing their interactions through an e-learning system. In existing research, the correlations between learning risks and students' changing cognitive abilities or…

Modern e-learning system is a representative service form in innovative service industry. This paper designs a personalized service domain system, optimizes various parameters and can be applied to different education quality evaluation, and proposes a decision tree recommendation algorithm. Information gain is carried out through many existing…

Teacher professional development (TPD) programs face several challenges in fostering active participation and ensuring high-quality learning experiences compared to traditional approaches. While online TPD programs offer flexibility, concerns remain about their effectiveness in promoting high-quality content and autonomous learning. This study…

Providing timely and personalized feedback on open-ended student responses is a challenge in education due to the increased workloads and time constraints educators face. While existing research has explored how learning analytic approaches can support feedback provision, previous studies have not sufficiently investigated educators' perspectives…

It is imperative that pre-service teachers gain digital competency (DC) as a result of their education where e-learning is a central component. In this study, we aimed to describe pre-service teachers' perceived DC and e-learning satisfaction (ELS) levels, to examine how their perceived DC and ELS change in terms of related variables and to…

Monitoring students' academic progress is vital for ensuring timely completion of their studies and supporting at-risk students. Educational Data Mining (EDM) utilizes machine learning and feature selection to gain insights into student performance. However, many feature selection algorithms lack performance forecasting systems, limiting their…

Learning Management Systems (LMS) have gained importance in the last few years; however, the emergence of COVID-19 disease made these systems indispensable for educational systems. In the post-pandemic scenario and blended learning contexts, this kind of information system is also becoming more critical as a support system. Therefore, this…

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.…

This study aims to address this research gap by thoroughly examining the intricate associations between the quality dimensions of web-based collaborative learning systems and student satisfaction toward continued usage of the system. We propose a theoretical model that integrates instructor quality, collaboration quality, and task technology fit…

The computer industry does not understand how adults learn (Knowles, 1983). A profound statement made nearly 40 years ago. With the advancement of technology and the tremendous growth of online learning, the learning management system (LMS) has become the tool for delivering distance education. E-learning platforms have witnessed exponential…