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Exploring the impact of chat-based collaborative activities and SRL-focused interventions on students’ self-regulation profiles, participation in collaborative activities, retention, and learning in MOOCs
Despite their potential to deliver a high-quality learning experience, massive open online courses (MOOCs) pose several issues, such as high dropout...
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Video Analytics in Digital Learning Environments: Exploring Student Behaviour Across Different Learning Contexts
The use of videos in teaching has gained impetus in recent years, especially after the increased attention towards remote learning. Understanding...
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Using learning analytics to explore the multifaceted engagement in collaborative learning
Engagement is critical in learning, including computer-supported collaborative learning (CSCL). Previous studies have mainly measured engagement...
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An analysis of learning analytics in personalised learning
This paper presents an analysis of learning analytics practices which aimed to achieve personalised learning. It addresses the need for a systematic...
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Investigating what learners value in marketing MOOCs: a content analysis
The purpose of this study was to investigate learners’ experiences in marketing Massive Open Online Courses (MOOCs). The comments of 255 learners,...
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Learning analytics as data ecology: a tentative proposal
Central to the institutionalization of learning analytics is the need to understand and improve student learning. Frameworks guiding the...
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Learning Analytics in Supporting Teaching and Learning: Pedagogical Perspectives
Viewpoints into learning analytics and self-regulated learning have been attracting increasing attention in the educational technology research...
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The History and Development of Learning Analytics in Learning, Design, & Technology Field
This article introduces the evolution of themes and ideas related to the history, theory, and practice of learning analytics within the learning,...
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Predictive Video Analytics in Online Courses: A Systematic Literature Review
The purpose of this study was to investigate the use of predictive video analytics in online courses in the literature. A systematic literature...
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Mediating Teacher Professional Learning with a Learning Analytics Dashboard and Training Intervention
Insights derived from classroom data can help teachers improve their practice and students’ learning. However, a number of obstacles stand in the way...
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Game Learning Analytics: Learning Analytics for Serious Games
Video games have become one of the largest entertainment industries, and their power to capture the attention of players worldwide soon prompted the...
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What Massive Open Online Course (MOOC) Stakeholders Can Learn from Learning Analytics?
Massive open online courses (MOOCs) are the road that led to a revolution and a new era of learning environments. Educational institutions have come...
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Misserfolge beim digitalen Lernen verhindern: „Predictive learning analytics“ am Beispiel einer Web-App für Grammatik und Rechtschreibung
There is a growing literature on predictive learning analytics for massive open online courses in postsecondary institutions. Log-data in the first...
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An improved adaptive learning path recommendation model driven by real-time learning analytics
The advancements in the education sector made e-learning more popular in recent years. The velocity of learning content creation and its availability...
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Investigating Variation in Learners’ Behavior Through the Lens of Learning Design, Process Mining and Learning Analytics
The analysis of data generated by Massive Open Online Courses (MOOCs) platforms has been of great relevance in recent years, since it has made...
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Behavioral Patterns and Learner Interactions in Enterprise MOOCs
This chapter investigates learner behavior in Enterprise MOOCs with the help of interaction patterns. By means of lag sequential analysis, data from...
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Learning Analytics and Learning Objects Repositories: Overview and Future Directions
In a Learning Object Economy where various learning resources are shared, reused and improved promising insights can be found while studying the...
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Implementation of Learning Analytics Indicators for Increasing Learners' Final Performance
This study aims to determine indicators that affect students' final performance in an online learning environment using predictive learning analytics...
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Learning Analytics for Peer Assessment: A Sco** Review
Learning analytics is a maturing field that analyses educational data to gain new insights and improve learning. Peer assessment is an assessment...
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Learning Analytics for Learning: Emerging International Trends and Case Studies from the Asia-Pacific
In this chapter, an overview of learning analytics is provided – highlighting emerging international trends – illustrated with innovative case...