Learning Dashboards & Learnscapes
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Learning Dashboards &Learnscapes
Sten GovaertsOUJ-GLOBE/AXIES/KU - International Seminar for MOOCs and
Digital Libraries
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KULeuven team:Human-Computer Interaction
• technology enhanced learning• music• research
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EPFL team:REACT - Real-time Coordination & Distributed Interaction Systems Group
• technology enhanced learning• social media• transportation
http://hci.cs.kuleuven.be/
http://react.epfl.ch/Sunday, February 24, 13
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Learning Analytics is about collecting tracesthat learners leave behindand using those tracesto improve learning.
http://erikduval.wordpress.com/2012/01/30/learning-analytics-and-educational-data-mining/
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MOOCs & learning analytics
•what is going on in the course?
•what are (other) students doing?
•which resources are important?
•which students are experiencing problems?
•can we automatically grade assessments?
•can we provide automatic feedback to students?
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how do we track?• twitter
• blog/blog comments
• time tracking: toggl.com
• user actions:
• eclipse plug-in
• virtual machines
• logs from learning management systems
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how do we track?• twitter
• blog/blog comments
• time tracking: toggl.com
• user actions:
• eclipse plug-in
• virtual machines
• logs from learning management systems
OPEN}
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case studies.
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J. L. Santos, K. Verbert, S. Govaerts, and E. Duval. Visualizing PLE Usage. Proceedings of EFEPLE11: 1st Workshop on Exploring the Fitness and Evolvability of Personal Learning Environments, CEUR Laclusaz, France, 30-31 March 2011
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http://jlsantoso.blogspot.com/
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Jose Luis Santos; Sten Govaerts; Katrien Verbert; Erik Duval. Goal-oriented visualizations of activity tracking: a case study with engineering students. ACM Learning Analytics and Knowledge Conference 2012.
h"p://ariadne.cs.kuleuven.be/stepup/dashboardthesis.jsp11
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Govaerts, Sten; Verbert, Katrien, Duval, Erik; Pardo, Abelardo, The Student Activity Meter for Awareness and Self-reflection.
http://ariadne.cs.kuleuven.be/monitorwidget-chi
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Govaerts, Sten; Verbert, Katrien, Duval, Erik; Pardo, Abelardo, The Student Activity Meter for Awareness and Self-reflection.
http://ariadne.cs.kuleuven.be/monitorwidget-chi
Sunday, February 24, 13
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Govaerts, Sten; Verbert, Katrien, Duval, Erik; Pardo, Abelardo, The Student Activity Meter for Awareness and Self-reflection.
http://ariadne.cs.kuleuven.be/monitorwidget-chi
Sunday, February 24, 13
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Vandeputte, Bram; Klerkx, Joris; Duval, Erik. Applying Design Strategies in Publication Networks - A Case Study.
also on tabletop...
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issues.
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user tracking issues
• what are relevant learner actions?
how do we know which actions are relevant before we track them?
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user tracking issues
• what are relevant learner actions?
• how can we capture learner actions?
how do we know which actions are relevant before we track them?
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feedback loops.
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evaluation issues
• how to evaluate usefulness?
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evaluation issues
• how to evaluate usefulness?
• how to evaluate learning impact?
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architectural issues• how to exploit mobile devices to
collaborate and communicate?
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architectural issues• how to exploit mobile devices to
collaborate and communicate?
• what kind of infrastructure can support learning analytics applications best?
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architectural issues• how to exploit mobile devices to
collaborate and communicate?
• what kind of infrastructure can support learning analytics applications best?
• how to make learning analytics re-usable?
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architectural issues• how to exploit mobile devices to
collaborate and communicate?
• what kind of infrastructure can support learning analytics applications best?
• how to make learning analytics re-usable?
• how to create seamless transition between mobile, laptop, tablet, tabletop and large public displays?
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Go-Lab project
• remote & virtual labs for elementary & secondary school students to promote science
• learning analytics in online labs for teachers & students
• enabling scaffolds, recommendations &dashboardshttp://www.go-lab-project.eu/
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portable learning analytics dashboards
• re-use dashboard across platforms and users
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portable learning analytics dashboards
• re-use dashboard across platforms and users
• standardise the way to track and query learning analytics data
• Activity Streams
• OpenSocial widgets
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portable learning analytics dashboards
• re-use dashboard across platforms and users
• standardise the way to track and query learning analytics data
• Activity Streams
• OpenSocial widgets
• learning analytics on any platform that supports OpenSocial
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Sunday, February 24, 13
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portable learning analytics dashboards
• re-use dashboard across platforms and users
• standardise the way to track and query learning analytics data
• Activity Streams
• OpenSocial widgets
• learning analytics on any platform that supports OpenSocial
• dashboard config can be made portable.23
Sunday, February 24, 13
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portable learning analytics dashboards
• re-use dashboard across platforms and users
• standardise the way to track and query learning analytics data
• Activity Streams
• OpenSocial widgets
• learning analytics on any platform that supports OpenSocial
• dashboard config can be made portable.23
Sunday, February 24, 13
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[email protected] will appear on http://www.slideshare.net/stengovaerts
LAK13: Learning Analytics and Knowledge8-12 April 2013 Leuven, Belgium
http://lakconference.org/
どうも ありがとう ございます!
Sunday, February 24, 13