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Sensors are ubiquitous. Any action mediated by technology can be tracked to an increasing level of detail. Learning is no exception. In a learning scenario, there are numerous interactions that may occur mediated by technology. If this is the case, there is a wealth of sensor data available to store, process and use to act or intervene in the learning environment. In this talk the potential for learning analytics as well as some of its drawbacks will be discussed.
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Learning Analytics: Sensing andmaking sense of LearningActivities
Harnessing Unobtrusive Sensing to Understand HumanBehaviour for Lifelong GoalsSydney, 2 April 2013
Abelardo Pardo (@abelardopardo)The University of Sydney
slideshare.net/abelardo_pardo
Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 2
JesseW
.DillFlickr
Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 2
JesseW
.DillFlickr
Instructor transferknowledge
Passive student
Scarce interaction
Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 2
JesseW
.DillFlickr
Instructor transferknowledge
Passive student
Scarce interaction
Instructor points tomaterial andproposes activities
Student involvementrequired
Intense interaction
Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 3
JoshuaR
appenekerFlickr
Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 4
ChefC
ookeFlickr.comObserve only
while workingin the activities
Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 5
deepwarren
Flickr
Observe in and out of the classroom
Partial InstrumentationPersonal Device
CourseApp 1
CourseApp 2
CourseApp 3
CourseApp 4
Authenticated
Delimited context
UserApp
UserApp
UserApp
UserApp
UserApp
EventDataset
PersonalData
Encoding
Report
Infer
Act
InstructorStudent
Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 6
A clearly identifiedenvironment within
your computer
Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 7
Kevin
Davies
Flickr.com
Virtual Desktop
Common set of tools
Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 8
Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 9
New Technology MediatedSpaces
Abelardo Pardo Learning Analytics: Sensing and making sense of Learning Activities 10
Highersights
Flickr