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Murad, Dina Fitria; Murad, Silvia Ayunda; Irsan, Muhamad – Journal of Educators Online, 2023
This study discusses the use of an online learning recommendation system as a smart solution related to changing the face-to-face learning process to online. This study uses user-based collaborative filtering, item-based collaborative filtering, and hybrid collaborative filtering. This research was conducted in two stages using the KNN machine…
Descriptors: Online Courses, Grades (Scholastic), Prediction, Context Effect
Pena Correa, Ernesto – ProQuest LLC, 2018
Knowledgebase and information management systems have existed for many years within academics and professional organizations. These technologies have greater importance within academic's programs due to the need and responsibility of creating and transferring knowledge and reliable information to their communities. In today's global, digital, and…
Descriptors: Information Systems, Information Management, Knowledge Management, Electronic Learning
Lwoga, Edda Tandi – International Journal of Education and Development using Information and Communication Technology, 2014
This paper examines factors that predict students' continual usage intention of web-based learning content management systems in Tanzania, with a specific focus at Muhimbili University of Health and Allied Science (MUHAS). This study sent a questionnaire surveys to 408 first year undergraduate students, with a rate of return of 66.7. This study…
Descriptors: Management Systems, Questionnaires, Undergraduate Students, Structural Equation Models
Harris, Kenneth J.; Harris, Ranida B.; Lambert, Alysa D. – Information Systems Education Journal, 2011
Introduction to data management classes are often times students' first exposure to advanced material in these areas. Many factors are likely to influence success in these classes, but empirical investigations have focused on relatively few variables. In this study, we extend this research by examining the relative contributions of the previously…
Descriptors: Academic Achievement, Prediction, Self Efficacy, Computer Attitudes