using educational data to improve personalization siemens_using educat… · data, analytics and...
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Using educational data to
improve personalization
George Siemens, PhD
July 1, 2014
“The slightest move in the virtual landscape
has to be paid for in lines of code” Bruno Latour
Analytics around social interactions
Analytics around learning content
Analytics in different spaces (digital/F2F)
Analytics on interaction with the learning system (university/k-12)
Analytics on intervention and adaptation
Assessment of analytics
Siemens, American Behavioral Scientist 2013
Siemens, American Behavioral Scientist 2013
The model
Content that has been linked/mapped to
knowledge & key concepts
Learner knowledge graph
Personalization through social and
technological models
Personal Knowledge Graph
People – learners, students, everyone –
should have a personal knowledge graph
(PKG)
A network model of what we know
Learner-owned
Concept architecture
http://www.metacademy.org/
Knowledge Domains
Nursing
Computer Science
Landscaping
Personal Knowledge
Graph
82%
65%
38%
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