UX Beers - Don't let the data do the talking - Sven Charleer
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Sven Charleer presented on better data visualization through UX design. He discussed three case studies of developing learning analytics dashboards. Lessons learned included observing user interactions with prototypes, prioritizing user needs over expert assumptions, and listening to data to improve designs iteratively. UX design is important for data visualization to ensure tools support intended tasks and conversations.
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UX Beers - Don't let the data do the talking - Sven Charleer
- 1. Don't Let the Data Do the Talking Better Data Visualisation through UX Design UX Beers @ Namahn 24.09.2019 Sven Charleer, PhD Freelance UX & Data Visualisation svencharleer.com
- 2. 1. INTRO 2. CASE STUDIES 3. LESSONS LEARNED svencharleer.com
- 6. Video of 4 Sven Charleer svencharleer.com
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- 9. 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. Engelbart, D. C. (2001). Augmenting human intellect: a conceptual framework (1962). PACKER, Randall and JORDAN, Ken. Multimedia. From Wagner to Virtual Reality. New York: WW Norton & Company, 64-90.
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- 12. CASE STUDY 1 DATA-DRIVEN DIALOGUE svencharleer.com
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- 28. Sven Charleer Deployed at Engineering Science, Engineering Science: Architecture, Maths, Biology, Physics, Geology, Geography, Biochemistry, Informatics, Bio-engineering, Engineering Technology (3 campuses)
- 29. | | L1 L2 L3 + |+
- 30. | | Low grades in January High grades in June I see an improvement. What happened? Student talks about change in study method L1 L2 L3
- 31. TRUST CONVINCE STORYTELLING FALLBACK INTERPRETATION Charleer, S., Moere, A. V., Klerkx, J., Verbert, K., & De Laet, T. (2018). Learning analytics dashboards to support adviser-student dialogue. IEEE Transactions on Learning Technologies, 11(3), 389-399. svencharleer.com
- 32. CASE STUDY 2 CONTEXT & CONTROL svencharleer.com
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- 37. Sven Charleer Charleer, S., Gutiérrez Hernández, F., & Verbert, K. (2018). Supporting job mediator and job seeker through an actionable dashboard. In Proceedings of the 24th IUI conference on Intelligent User Interfaces. ACM.
- 40. svencharleer.com
- 42. clarifying & surveyable my information correct peer position reliable provides insights want similar info in January added value to conversation assists planning re-sits clarifying & surveyable my information correct peer position reliable provides insights want info at other key moments added value to conversation consult SAD on my own 1 2 3 4 53 1 2 3 4 53
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- 53. Gutiérrez, F., Charleer, S., De Croon, R., Htun, N. N., Goetschalckx, G., & Verbert, K. (2019, September). Explaining and exploring job recommendations: a user-driven approach for interacting with knowledge-based job recommender systems. In Proceedings of the 13th ACM Conference on Recommender Systems (pp. 60-68). ACM.
- 54. LISTEN TO THE DATA LAST svencharleer.com
- 55. SVEN CHARLEER, PHD FREELANCE UX & DATA VISUALISATION @SVENCHARLEER /IN/SVENCHARLEER SVENCHARLEER@GMAIL.COM SVENCHARLEER.COM HTTPS://SKL.SH/2MNWTJR