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When Learning Analytics
Meets MOOCs -
a Review on iMooX Case
Studies
Educational Technology
Mohammad Khalil & Martin Ebner
Innovations for Community Services Conference
29 - June - 2016
Innovations for Community Services (I4CS)
Mohammad Khalil
Hello! Who am I?
Our Research Department
Our Department
Educational Technology
Graz, Austria
OER
MOOCs
Learning AnalyticsPersonalized Learning
Big Data
Adaptive Learning
Educational Data Mining
Technology Enhanced Learning
Lifelong Learning
Did not exist before 15
years!
● Facebook
● Twitter
● Whatsapp
● YouTube
● Uber
● Dropbox
● Flickr
● Android
….
Osborne 1, 1981
Weighed 10.7 kg
Wikipedia
1980 Seiko
TV Watch
Screenshot
Technology
Track
CC0
https://c2.staticflickr.com/2/1097/1296105722_057a1ab727_b.jpg
Can you put them in one class?
MOOCs
Open
Online
Popular MOOC Providers
http://imoox.at
Make Learning
Interesting, Funny,
sociable and
Manageable
CC0
CC0
Dropout
Big Data Analytics
mouse clicks, quizzes, forums,
activities, time on task, video
events…
Google Fit, Nike Tracking
“
Learning Analytics is about
tracking students’ left traces
- Erik Duval
Learning Analytics help us
in identifying patterns of
data, from students
To improve learning,
teaching and learning
environments
MOOCs
Learning
Analytics
How to implement
Learning Analytics
Khalil, M., & Ebner, M. (2016). What Massive Open Online Course (MOOC) Stakeholders Can Learn from Learning Analytics?. Learning,
Design, and Technology, Springer International Publishing. (pp. 1-30).
Dropout is not the
only case
1
What people read and write
Reflect patterns
2
Lackner, E., Ebner, M., & Khalil, M. (2015). MOOCs as granular systems: design patterns to foster participant activity. eLearning
Papers, 42, 28-37.
Lackner, E., Khalil, M. & Ebner, M. “How to foster forum discussions within MOOCs. A case study”. International Journal of
Academic Research in Education (IJARE). (In Press).
Lackner, E., Khalil, M. & Ebner, M. “How to foster forum discussions within MOOCs. A case study”. International Journal of
Academic Research in Education (IJARE). (In Press).
Dropout is a legend! But with
categorization… the story is
different
CC0
3
Khalil, M., & Ebner, M. (2016). What Massive Open Online Course (MOOC) Stakeholders Can Learn from Learning Analytics?. Learning,
Design, and Technology, Springer International Publishing. (pp. 1-30).
Students learn what they
want
4
Wachtler, J., Khalil, M., Taraghi, B., & Ebner, M. (2016). On using learning analytics to track the activity of interactive MOOC videos.
Proceedings of the LAK 2016 Workshop on Smart Environments and Analytics in Video-Based Learning (pp.8–17) Edinburgh, Scotland.
Video lectures are not enough
for better performance
5
Khalil, M., & Ebner, M. (2016). What Massive Open Online Course (MOOC) Stakeholders Can Learn from Learning Analytics?. Learning,
Design, and Technology, Springer International Publishing. (pp. 1-30).
MOOCs & Learning
Analytics Challenges
CC0
Personally Identifiable
Information
CC0
Privacy Security TransparencyOwnership Accuracy
https://www.flickr.com/photos/hindrik/15407419138/in/pool-kreta-crete-kriti/
Final Thoughts
MOOCs
MOOCs
+
Learning
Analytics
Thanks!
?

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When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

Hinweis der Redaktion

  1. It is a great opportunity to have this conference in this venue.. When technology, systems and innovations meet all together in the beautiful city of vienna!
  2. Osborne 1. First computer.. Invented in 1981. Weight 10.7 kgs
  3. Innovations and technology track..in computers, mobiles, transportation, science...and also Education!
  4. What comes to your mind when you hear of :
  5. When learning analytics meets moocs
  6. Engagement Social Design Assessment Tools and methods Interaction and then Dropout!