when learning analytics meets moocs - a review on imoox case studies

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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

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Page 1: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

When Learning Analytics Meets

MOOCs -a Review on iMooX

Case Studies

Educational Technology

Mohammad Khalil & Martin Ebner

Innovations for Community Services Conference29 - June - 2016

Page 2: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

Innovations for Community Services (I4CS)

Page 3: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

Mohammad Khalil

Hello! Who am I?

Page 4: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

Our Research Department

Our Department

Educational TechnologyGraz, Austria

OER

MOOCs

Learning AnalyticsPersonalized Learning

Big Data

Adaptive Learning

Educational Data Mining

Technology Enhanced Learning

Lifelong Learning

Page 5: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

Did not exist before 15 years!

● Facebook● Twitter● Whatsapp● YouTube● Uber● Dropbox● Flickr● Android

….

Page 6: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

Osborne 1, 1981Weighed 10.7 kg

Wikipedia

1980 SeikoTV Watch

Screenshot

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Technology Track

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Educational

Technology

Page 8: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

https://c2.staticflickr.com/2/1097/1296105722_057a1ab727_b.jpg

Can you put them in one class?

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MOOCs

Open

Online

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Page 11: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

Popular MOOC Providers

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http

://im

oox.

at

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Make Learning Interesting, Funny,

sociable and Manageable

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Dropout

Page 16: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

Big Data Analytics

mouse clicks, quizzes, forums, activities, time on task, video events…

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Google Fit, Nike Tracking

Page 18: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

“Learning Analytics is about tracking students’ left traces

- Erik Duval

Page 19: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

Learning Analytics help us in identifying patterns of data, from students

To improve learning, teaching and learning environments

Page 20: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

MOOCs

LearningAnalytics

Page 21: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

How to implement Learning Analytics

Page 22: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

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).

Page 23: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

Dropout is not the only case

1

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Page 25: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

What people read and write Reflect patterns

2

Page 26: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

Lackner, E., Ebner, M., & Khalil, M. (2015). MOOCs as granular systems: design patterns to foster participant activity. eLearning Papers, 42, 28-37.

Page 27: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

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).

Page 28: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

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).

Page 29: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

Dropout is a legend! But with categorization… the story is

different

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3

Page 30: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

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).

Page 31: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

Students learn what they want

4

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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.

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Video lectures are not enough for better

performance

5

Page 34: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

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).

Page 35: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

MOOCs & Learning Analytics

Challenges

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Page 36: When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies

Personally Identifiable Information

CC0

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Privacy Security TransparencyOwnership Accuracy

https://www.flickr.com/photos/hindrik/15407419138/in/pool-kreta-crete-kriti/

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Final Thoughts

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MOOCs

MOOCs +

Learning Analytics

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Thanks!

?