On moving from a theory to a learning analytics application
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Transcript of On moving from a theory to a learning analytics application
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Simon Buckingham ShumConnected Intelligence Centre • University of Technology Sydney@sbuckshum • http://utscic.edu.au • http://Simon.BuckinghamShum.net
Panel: Exploring practical impacts of learning analytics on student learning and pedagogical design
http://itali.uq.edu.au/alasi2017
On moving from a theory to a learning analytics application:Automated feedback on reflective writing as an example
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Educational/LearningSciencesresearcher
SystemArchitects/Programmers
Algorithm
LearnerLearningOutcomes
LearningTheoryLearningAnalytics
Researcher
UserInterface
Educator
EducationalInsights
The complex chain from a theory to an analytics system for learner/educator feedback
Software,Hardware
Data
http://simon.buckinghamshum.net/2016/03/algorithmic-accountability-for-learning-analytics
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Conceptual Framework from the scholarship of teaching and learning reflective writing
Elegant analytical framework, but too complex for the end-user: need a simpler user model…
Gibson, A., Aitken, A., Sándor, Á., Buckingham Shum, S., Tsingos-Lucas, C. and Knight, S. (2017). Reflective Writing Analytics for Actionable Feedback. Proceedings of LAK17: 7th International Conference on Learning Analytics & Knowledge, March 13-17, 2017, Vancouver, BC, Canada. (ACM Press). DOI: http://dx.doi.org/10.1145/3027385.3027436. [Preprint] [Replay]
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Conceptual Framework from the scholarship of teaching and learning reflective writing
Elegant analytical framework, but too complex for the end-user: need a simpler user model…
![Page 5: On moving from a theory to a learning analytics application](https://reader031.fdocuments.us/reader031/viewer/2022030318/5a67eac97f8b9aa6128b5bff/html5/thumbnails/5.jpg)
Conceptual Framework from the scholarship of teaching and learning reflective writing
Elegant analytical framework, but too complex for the end-user: need a simpler user model…
For details see https://utscic.edu.au/tools/awa (LAK17 paper)
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Integrating AWA into meaningful assessment: guide students through a writing exercise workflow (AWA Tutor)
Shibani, A., Knight, S., Buckingham Shum, S., & Ryan, P. (2017). Design and Implementation of a Pedagogic Intervention Using Writing Analytics. In W. Chen et al. (Eds.). Proceedings of the 25th International Conference on Computers in Education, New Zealand. http://antonetteshibani.com/research