Learning Analytics and Educational Data Mining

Erik Duval's Weblog

I’ve been thinking a bit about how some of our work on Learning Analytics compares with what folks in the Educational Data Mining community are doing. Might be interesting for some of you…

In my view, Learning Analytics is about collecting traces that learners leave behind and using those traces to improve learning. Educational Data Minging can process the traces algorithmically and point out patterns or compute indicators. My personal interest is more in using the traces in order to empower learners to be ‘better learners’.

My team focuses on building dashboards that visualize the traces in ways that help learners or teachers to steer the learning process. I like this approach because it focuses on helping people rather than on automating the process. It is inspired by a ‘modest computing’ approach where the technology is used to support what we want people to be good at (being aware…

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