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Hybrid Lunch Meeting Learning Analytics at TU/e; Self-regulated Learning and Automated Prognostic Student Progress Monitoring System
Experts: Tudor Cristea MSc, dr. Uwe Matzat, prof. dr. Chris Snijders, prof. dr. ir. Mark Bentum, dr. Ramiro Serra, Niels Vertegaal MSc
Self-regulated Learning (SRL) is a prominent topic in learning sciences and learning outcomes are impacted by SRL behavior. However, providing feedback on SRL behavior is still a topic of research (e.g., Winne, 2005). The results of the research by Tudor Cristea and colleagues, show the power of Learning Analytics to recognize SRL activities. An important basis to provide (automated) feedback on students SRL behavior.
Mark Bentum, Ramiro Serra and Niels Vertegaal show their results of a project resulting in an Automated Prognostic Student Progress Monitoring System (APSPMS) that can automatically and reliably generate a prognosis of the final outcome of a student's performance during a course based on the student's current comprehension of the course content. Additionally, the system can suggest corrective recommendations for both the student and the educator in order to prevent unsatisfactory results, improve the prognosis and increase the quality of learning. In other words, the system supports the personal learning path of students.
During the meeting there will be time for broader knowledge exchange in the domain of Learning Analytics. We will also reflect on supporting new initiatives to use digital traces left behind in the edtech landscape intelligently for the benefit of learning and teaching.
Planning:12.00 – 12.15: walk in and take lunch / get tuned in online12.15 – 12.25: Welcome, introduction of the meeting by Esther Ventura Medina/Ludo van Meeuwen12.25 – 12.40: Pitch 1, Measurement of SRL by Tudor Cristea, Uwe Matzat and Chris Snijders12.40 – 12.55: Pitch 2, Automatic Prognostic Student Process Monitoring System, by Mark Bentum, Ramiro Serra and/or Niels Vertegaal12.55 – 13.05: Explanation of development plan and status of Learning Analytics BOOST!-call by Ludo van Meeuwen13.05 – 13.20: Open discussion on LA options and research directions for TU/e All13:20 conclusion of the meeting by Ludo van Meeuwen
Image: Group Of Employees Discussing Analytics Of Company by Jacob Lund Photography from NounProject.com