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Have learning analytics dashboards lived up to the hype? A systematic review of impact on students' achievement, motivation, participation and attitude
While learning analytics dashboards (LADs) are the most common form of LA intervention,
there is limited evidence regarding their impact on students' learning outcomes. This …
there is limited evidence regarding their impact on students' learning outcomes. This …
Words of Wisdom: A Journey through the Realm of NLP for Learning Analytics-A Systematic Literature Review
Learning Analytics (LA) is one of the world's most influential research fields related to
educational technology. Among many themes that the LA community considers, the …
educational technology. Among many themes that the LA community considers, the …
Emotional and motivational effects of automated and personalized formative feedback: The role of reference frames
Background Developments in educational technology and learning analytics make it
possible to automatically formulate and deploy personalized formative feedback to learners …
possible to automatically formulate and deploy personalized formative feedback to learners …
Game Theoretic Models of Intangible Learning Data
Learning Analytics is full of situations where features essential to understanding the learning
process cannot be measured. The cognitive processes of students, their decisions to …
process cannot be measured. The cognitive processes of students, their decisions to …
Places to intervene in complex learning systems
Responding to recent questioning of Learning Analytics (LA) as a field that is achieving its
aim of understanding and optimising learning and the environments in which it occurs, this …
aim of understanding and optimising learning and the environments in which it occurs, this …
Words of Wisdom: A Journey through the Realm of Natural Language Processing for Learning Analytics--A Systematic Literature Review.
Learning analytics (LA) involves the measurement, collection, analysis, and reporting of data
about learners and their contexts, aiming to understand and optimize both the learning …
about learners and their contexts, aiming to understand and optimize both the learning …
[PDF][PDF] Capturing Session-to-Session Dynamics of Learning and Forgetting: A Test of Existing Knowledge Tracing Models
The development of intelligent tutoring systems and other educational technology
necessitated the implementation and development of computational models of student …
necessitated the implementation and development of computational models of student …
Parsing Post-deployment Students' Feedback: Towards a Student-Centered Intelligent Monitoring System to Support Self-regulated Learning
A student-centered intelligent monitoring system collects data from students and provides
insights and feedback to students about various aspects of the learning process. It often …
insights and feedback to students about various aspects of the learning process. It often …
[PDF][PDF] Countering the Matthew Effect in Massive Open Online Courses (MOOCs)
MJ Meaney - researchgate.net
Countering the Matthew Effect in Massive Open Online Courses (MOOCs) Michael J. Meaney
Page 1 Countering the Matthew Effect in Massive Open Online Courses (MOOCs) Policy …
Page 1 Countering the Matthew Effect in Massive Open Online Courses (MOOCs) Policy …