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A Pedagogical Perspective on Big Data and Learning Analytics: A Conceptual Model for Digital Learning Support
Online Contents | 2019|Keywords: Learning analytics taxonomy, Learning analytics, Social learning analytics -
Learning analytics: A glance of evolution, status, and trends according to a proposed taxonomy
Wiley | 2018|Keywords: learning analytics, learning analytics taxonomy -
Supporting Indicator Personalization and Platform Extensibility in Open Learning Analytics
Online Contents | 2021|Keywords: Personalized learning analytics, Open learning analytics, Learning analytics -
A multivariate approach to predicting student outcomes in web-enabled blended learning courses
Elsevier | 2015|Keywords: Learning analytics -
Applying standards to systematize learning analytics in serious games
Elsevier | 2016|Keywords: learning analytics -
Empowering learners with personalised learning approaches? Agency, equity and transparency in the context of learning analytics
Taylor & Francis Verlag | 2020|Keywords: Learning analytics -
Real-time learning analytics system for improvement of on-site lectures
Free accessEmerald Group Publishing | 2018|Keywords: Learning analytics -
Learning analytics and dental education; choices and challenges
Wiley | 2018|Keywords: learning analytics -
The datafication of higher education: discussing the promises and problems
Taylor & Francis Verlag | 2020|Keywords: learning analytics -
Analysing structured learning behaviour in Massive Open Online Courses (MOOCs):An approach based on process mining and clustering
Free accessBASE | 2018|Keywords: Learning analytics, Social learning analytics -
Predictive learning analytics and the creation of emotionally adaptive learning environments in higher education institutions: a study of students' affect responses
Emerald Group Publishing | 2021|Keywords: Predictive learning analytics, Emotional learning analytics -
A Visual Dashboard to Track Learning Analytics for Educational Cloud Computing
Free accessDOAJ | 2019|Keywords: visual learning analytics, learning analytics -
Mapping from proximity traces to socio‐spatial behaviours and student progression at the school
Wiley | 2022|Keywords: multimodal learning analytics, predictive learning analytics -
From students with love: An empirical study on learner goals, self-regulated learning and sense-making of learning analytics in higher education
Elsevier | 2020|Keywords: Learning analytics dashboard, Student-facing learning analytics -
Categorizing learning analytics models according to their goals and identifying their relevant components: A review of the learning analytics literature from 2011 to 2019
Free accessDOAJ | 2021|Keywords: learning Analytics category, Learning analytics components, Learning analytics models -
OpenLAP: a user-centered open learning analytics platform
DataCite | 2018|Keywords: Learning Analytics ; Open Learning Analytics ; user-centered Learning Analytics ; educational Data Mining ; information visualization ; OpenLAP -
Academic development of multimodal learning analytics: a bibliometric analysis
Taylor & Francis Verlag | 2023|Keywords: Multimodal learning analytics, learning analytics -
Leveraging learning analytics for student reflection and course evaluation
Emerald Group Publishing | 2019|Keywords: Learning analytics -
The role of students' motivation and participation in predicting performance in a MOOC
Wiley | 2016|Keywords: learning analytics
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