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Download full textRen, Zhiyun; Rangwala, Huzefa; Johri, Aditya – International Educational Data Mining Society, 2016
The past few years has seen the rapid growth of data mining approaches for the analysis of data obtained from Massive Open Online Courses (MOOCs). The objectives of this study are to develop approaches to predict the scores a student may achieve on a given grade-related assessment based on information, considered as prior performance or prior…
Descriptors: Large Group Instruction, Online Courses, Educational Technology, Technology Uses in Education
Direct linkWright, Mary C.; McKay, Timothy; Hershock, Chad; Miller, Kate; Tritz, Jared – Change: The Magazine of Higher Learning, 2014
Learning Analytics (LA) has been identified as one of the top technology trends in higher education today (Johnson et al., 2013). LA is based on the idea that datasets generated through normal administrative, teaching, or learning activities--such as registrar data or interactions with learning management systems--can be analyzed to enhance…
Descriptors: STEM Education, Introductory Courses, Physics, Technology Uses in Education
Murphy, Marilyn, Ed.; Redding, Sam, Ed.; Twyman, Janet S., Ed. – Center on Innovations in Learning, Temple University, 2016
The "Handbook on Innovations in Learning", published in 2014, responded to a call by the U.S. Department of Education (ED) to "leverage the innovation and ingenuity this nation is known for to create programs and projects that every school can implement to succeed." In December 2015, passage of the "Every Student Succeeds…
Descriptors: Guides, Individualized Instruction, Minimum Competencies, Individual Characteristics
Ounaies, Houda Zouari; Jamoussi, Yassine; Ben Ghezala, Henda Hajjami – Themes in Science and Technology Education, 2008
Currently, e-learning systems are mainly web-based applications and tackle a wide range of users all over the world. Fitting learners' needs is considered as a key issue to guaranty the success of these systems. Many researches work on providing adaptive systems. Nevertheless, evaluation of the adaptivity is still in an exploratory phase.…
Descriptors: Media Adaptation, Instructional Design, Electronic Learning, Management Information Systems
