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Overview of Learning Analytics visualizations/dashboards, part of the Visual Learning Analytics workshop at the Learning Analytics Summer Institute (LASI 2014) at Harvard.
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Learning Dashboards
2nd Learning Analytics Summer InstituteVisual Learning Analytics
Joris Klerkx Research Expert, PhD. @jkofmsk
Sven Charleer Phd candidate @svencharleer
Erik Duval Professor @erikduval
2nd Learning Analytics Summer InstituteVisual Learning Analytics2
Arnold, Kimberly E., and Matthew D. Pistilli. Course Signals at Purdue: Using learning analytics to increase student success. Proceedings of the 2nd International Conference on Learning Analytics and Knowledge. ACM, 2012.
Learning Dashboards
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Learning Dashboards
Martinez-Maldonado, R., Dimitriadis, Y., Martinez-Monés, A., Kay, J., & Yacef, K. (2013). Capturing and analyzing verbal and physical collaborative learning interactions at an enriched interactive tabletop. International Journal of Computer-Supported Collaborative Learning, 8(4), 455–485. doi:10.1007/s11412-013-9184-1
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Learning Dashboards
Martinez-Maldonado, R., Dimitriadis, Y., Martinez-Monés, A., Kay, J., & Yacef, K. (2013). Capturing and analyzing verbal and physical collaborative learning interactions at an enriched interactive tabletop. International Journal of Computer-Supported Collaborative Learning, 8(4), 455–485. doi:10.1007/s11412-013-9184-1
2nd Learning Analytics Summer InstituteVisual Learning Analytics5
Bakharia, Aneesha, and Shane Dawson. SNAPP: a bird's-eye view of temporal participant interaction. Proceedings of the 1st international conference on learning analytics and knowledge. ACM, 2011.
Learning Dashboards
2nd Learning Analytics Summer InstituteVisual Learning Analytics6
Learning Dashboards
Tervakari, Anne-Maritta, et al. Usefulness of information visualizations based on educational data. Global Engineering Education Conference (EDUCON), 2014 IEEE. IEEE, 2014.
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Learning Dashboards
J. Biehl, M. Czerwinski, G. Smith, and G. Robertson. FASTDash: a visual dashboard for fostering awareness in software teams. In Proceedings of the SIGCHI conference on Human factors in computing systems, pages 1313–1322. ACM, 2007.
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Verbert, K., Duval, E., Klerkx, J., Govaerts, S., & Santos, J. L. (2013). Learning Analytics Dashboard Applications. American Behavioral Scientist, 57(10), 1500–1509. doi:10.1177/0002764213479363
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Learning Dashboards
Holman, C., Aguilar, S., Fishman, B.: Gradecraft: what can we learn from a game- inspired learning management system? In: Proceedings of the Third International Conference on Learning Analytics and Knowledge, ACM (2013) 260–264
Govaerts, Sten, et al. The student activity meter for awareness and self-reflection. CHI'12 Extended Abstracts on Human Factors in Computing Systems. ACM, 2012.
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Learning Dashboards
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Learning Dashboards
Nakahara J, Hisamatsu S, Yaegashi K, Yamauchi Y (2005) iTree: does the mobile phone encourage learners to be more involved in collaborative learning? In: Proceedings of th 2005 conference on Computer support for collaborative learning: learning 2005: the next 10 years! (CSCL '05). International Society of the Learning Sciences 470-478.
ariadne.cs.kuleuven.be/emo/
2nd Learning Analytics Summer InstituteVisual Learning Analytics12
Learning Dashboards
2nd Learning Analytics Summer InstituteVisual Learning Analytics13
Learning Dashboards
Holman, C., Aguilar, S., Fishman, B.: Gradecraft: what can we learn from a game- inspired learning management system? In: Proceedings of the Third International Conference on Learning Analytics and Knowledge, ACM (2013) 260–264
2nd Learning Analytics Summer InstituteVisual Learning Analytics
Charleer, S., Klerkx, J., Santos, J. L., & Duval, E. Improving awareness and reflection through collaborative, interactive visualizations of badges. In Proceedings of the 3rd Workshop on Awareness and Reflection in Technology-Enhanced Learning, pages 69-81. CEUR Workshop Proceedings, 2013
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Learning Dashboards
2nd Learning Analytics Summer InstituteVisual Learning Analytics15
Learning Dashboards
Charleer, S., Klerkx, J., Santos, J. L., & Duval, E. Improving teacher awareness through activity, badge and content visualizations. 1st International Workshop on Open Badges in Education, ICWL2014 (accepted)
2nd Learning Analytics Summer InstituteVisual Learning Analytics15
Learning Dashboards
Charleer, S., Klerkx, J., Santos, J. L., & Duval, E. Improving teacher awareness through activity, badge and content visualizations. 1st International Workshop on Open Badges in Education, ICWL2014 (accepted)
http://ariadne.cs.kuleuven.be/wespot/
2nd Learning Analytics Summer InstituteVisual Learning Analytics16
Learning Dashboards
http://wespot.net
ariadne.cs.kuleuven.be/LARAe/
2nd Learning Analytics Summer InstituteVisual Learning Analytics17
Learning Dashboards
Back to Joris
2nd Learning Analytics Summer InstituteVisual Learning Analytics