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Khalil, Mohammad; Ebner, Martin – Journal of Computing in Higher Education, 2017
Massive Open Online Courses (MOOCs) are remote courses that excel in their students' heterogeneity and quantity. Due to the peculiarity of being massiveness, the large datasets generated by MOOC platforms require advanced tools and techniques to reveal hidden patterns for purposes of enhancing learning and educational behaviors. This publication…
Descriptors: Large Group Instruction, Online Courses, Technology Uses in Education, Educational Technology
Khalil, Mohammad; Prinsloo, Paul; Slade, Sharon – International Review of Research in Open and Distributed Learning, 2018
While many strategies for protecting personal privacy rely on regulatory frameworks, consent, and anonymizing data, they are not always effective. Terms and Conditions often lag behind advances in technology, software, and user behaviours, and consent to use data for a range of unclear purposes may be provided unwittingly. As the commercial market…
Descriptors: Large Group Instruction, Online Courses, Educational Technology, Technology Uses in Education
Sun, Di; Cheng, Gang; Xu, Pengfei; Zheng, Qinhua; Chen, Li – Interactive Learning Environments, 2019
With the development of online learning, LMSs accumulated huge amounts of students' interaction data. Unfortunately, with the support of LMSs data, few researchers put a sight on interaction research in MPOCs. Particularly, comparing interaction activity patterns of different achievement student groups and in different course processes in MPOCs…
Descriptors: Integrated Learning Systems, Online Courses, Educational Technology, Technology Uses in Education
Chaker, Rawad; Bachelet, Rémi – International Review of Research in Open and Distributed Learning, 2020
This paper uses data mining from a French project management MOOC to study learners' performance (i.e., grades and persistence) based on a series of variables: age, educational background, socio-professional status, geographical area, gender, self- versus mandatory-enrollment, and learning intentions. Unlike most studies in this area, we focus on…
Descriptors: Foreign Countries, Large Group Instruction, Online Courses, Grades (Scholastic)
Poce, Antonella; Amenduni, Francesca; Re, Maria Rosaria; De Medio, Carlo – Open Praxis, 2019
The rapidly growing number of learning materials and repositories makes the issue of how to find the most relevant and best quality resources to be integrated in teaching and learning offers. Thus, effective quality assessment tools are more and more needed. In the present paper, a case-study focusing on quality assurance in a Virtual Mobility…
Descriptors: Large Group Instruction, Online Courses, Educational Technology, Technology Uses in Education
Bao, Yingying; Chen, Guanliang; Hauff, Claudia – International Educational Data Mining Society, 2017
Massive Open Online Courses (MOOCs) are a promising form of online education. However, the occurrence of academic dishonesty has been threatening MOOC certificates' effectiveness as a serious tool for recruiters and employers. Recently, a large-scale study on the log traces from more than one hundred MOOCs created by Harvard and MIT has identified…
Descriptors: Large Group Instruction, Online Courses, Cheating, Incidence
Amigud, Alexander; Arnedo-Moreno, Joan; Daradoumis, Thanasis; Guerrero-Roldan, Ana-Elena – International Review of Research in Open and Distributed Learning, 2017
This paper presents the results of integrating learning analytics into the assessment process to enhance academic integrity in the e-learning environment. The goal of this research is to evaluate the computational-based approach to academic integrity. The machine-learning based framework learns students' patterns of language use from data,…
Descriptors: Data Collection, Data Analysis, Integrity, Electronic Learning
Alturkistani, Abrar; Car, Josip; Majeed, Azeem; Brindley, David; Wells, Glenn; Meinert, Edward – International Association for Development of the Information Society, 2018
Massive Open Online Courses (MOOCs) are widely used to deliver specialized education and training in different fields. Determining the effectiveness of these courses is an integral part of delivering comprehensive, high-quality learning. This study is an evaluation of a MOOC offered by Imperial College London in collaboration with Health iQ…
Descriptors: Large Group Instruction, Online Courses, Educational Technology, Technology Uses in Education
Karlsson, Niklas; Godhe, Anna-Lena – Education Sciences, 2016
In this article, a massive open online course (MOOC) made by and for Swedish teachers will be presented and discussed in order to determine what possibilities and dilemmas are involved when creating and participating in a MOOC that is meant to be a community rather than a course. By analysing interviews of the organisers as well as blog posts and…
Descriptors: Online Courses, Professional Development, Foreign Countries, Data Collection
Dobbins, Chelsea; Denton, Philip – TechTrends: Linking Research and Practice to Improve Learning, 2017
This paper is a report of an investigation in which mobile technologies were used during large lecture-type sessions in tandem with the Textwall™ software. This online program is able to receive and present messages from students' devices that the lecturer may then share. It also can be used to collect student votes on multiple-choice questions,…
Descriptors: Telecommunications, Handheld Devices, Lecture Method, Large Group Instruction
Lu, Owen H. T.; Huang, Anna Y. Q.; Huang, Jeff C. H.; Lin, Albert J. Q.; Ogata, Hiroaki; Yang, Stephen J. H. – Educational Technology & Society, 2018
Blended learning combines online digital resources with traditional classroom activities and enables students to attain higher learning performance through well-defined interactive strategies involving online and traditional learning activities. Learning analytics is a conceptual framework and is a part of our Precision education used to analyze…
Descriptors: Blended Learning, Educational Technology, Technology Uses in Education, Data Collection
Veletsianos, George; Shepherdson, Peter – International Review of Research in Open and Distributed Learning, 2016
A deluge of empirical research became available on MOOCs in 2013-2015 and this research is available in disparate sources. This paper addresses a number of gaps in the scholarly understanding of MOOCs and presents a comprehensive picture of the literature by examining the geographic distribution, publication outlets, citations, data collection and…
Descriptors: Literature Reviews, Educational Technology, Online Courses, Large Group Instruction
Hecking, Tobias; Ziebarth, Sabrina; Hoppe, H. Ulrich – Journal of Learning Analytics, 2014
This paper presents an analysis of resource access patterns in two recently conducted online courses. One of these has been a master level university lecture taught as a blended learning course with a wide range of online learning activities and materials, including collaborative wikis, self-tests, and thematic videos. The other course has been…
Descriptors: Online Courses, Blended Learning, Educational Technology, Technology Uses in Education
Brophy, Caroline; Hahn, Lukas – Journal of Statistics Education, 2014
In this paper, we describe an in-class experiment that is easy to implement with large groups of students. The experiment takes approximately 15-20 minutes to run and involves each student completing one of four types of Sudoku puzzles and recording the time it takes to completion. The resulting data set can be used as a teaching tool at an…
Descriptors: Large Group Instruction, Lecture Method, Educational Experiments, Puzzles
García, Olga Arranz; Secades, Vidal Alonso – International Association for Development of the Information Society, 2013
In the information age, one of the most influential institutions is education. The recent emergence of MOOCS [Massively Open Online Courses] is a sample of the new expectations that are offered to university students. Basing decisions on data and evidence seems obvious, and indeed, research indicates that data-driven decision-making improves…
Descriptors: Educational Technology, Technology Uses in Education, Electronic Learning, Blended Learning
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