Learning Dashboard @ Visual Learning Analytics workshop - LASI2014 @ Harvard

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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.

Transcript of Learning Dashboard @ Visual Learning Analytics workshop - LASI2014 @ Harvard

Learning Dashboards

2nd Learning Analytics Summer InstituteVisual Learning Analytics

Joris Klerkx Research Expert, PhD. @jkofmsk

Sven Charleer Phd candidate @svencharleer

Erik Duval Professor @erikduval

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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.

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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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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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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.

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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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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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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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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/

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Learning Dashboards

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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

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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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)

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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/

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Learning Dashboards

http://wespot.net

ariadne.cs.kuleuven.be/LARAe/

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Learning Dashboards

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2nd Learning Analytics Summer InstituteVisual Learning Analytics