SlideShare a Scribd company logo
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!
?

More Related Content

What's hot

What's hot (20)

De-identification in Learning Analytics
De-identification in Learning AnalyticsDe-identification in Learning Analytics
De-identification in Learning Analytics
 
What is Learning Analytics about? A Survey of Different Methods Used in 2013-...
What is Learning Analytics about? A Survey of Different Methods Used in 2013-...What is Learning Analytics about? A Survey of Different Methods Used in 2013-...
What is Learning Analytics about? A Survey of Different Methods Used in 2013-...
 
Learning Analytics: Principles and Constraints
Learning Analytics: Principles and ConstraintsLearning Analytics: Principles and Constraints
Learning Analytics: Principles and Constraints
 
MOOCs, Learning Analytics and OER 
- a perfect triangle for 
the future of ed...
MOOCs, Learning Analytics and OER 
- a perfect triangle for 
the future of ed...MOOCs, Learning Analytics and OER 
- a perfect triangle for 
the future of ed...
MOOCs, Learning Analytics and OER 
- a perfect triangle for 
the future of ed...
 
A Strategic Response to MOOCs: What Role Should Governments Play?
A Strategic Response to MOOCs: What Role Should Governments Play? A Strategic Response to MOOCs: What Role Should Governments Play?
A Strategic Response to MOOCs: What Role Should Governments Play?
 
What is Learning Analytics about?
What is Learning Analytics about?What is Learning Analytics about?
What is Learning Analytics about?
 
EdTech: communicating and learning virtually - Example of a flipped lecture
EdTech: communicating and learning virtually - Example of a flipped lectureEdTech: communicating and learning virtually - Example of a flipped lecture
EdTech: communicating and learning virtually - Example of a flipped lecture
 
When Learning Analytics Meets MOOCs
When Learning Analytics Meets MOOCsWhen Learning Analytics Meets MOOCs
When Learning Analytics Meets MOOCs
 
Making the Leap Supporting First Year Student Transition at UL: Michael Small...
Making the Leap Supporting First Year Student Transition at UL: Michael Small...Making the Leap Supporting First Year Student Transition at UL: Michael Small...
Making the Leap Supporting First Year Student Transition at UL: Michael Small...
 
University of Limerick Library supports first year student transition
University of Limerick Library supports first year student transition University of Limerick Library supports first year student transition
University of Limerick Library supports first year student transition
 
Compatible course content synchronization model for course distribution over ...
Compatible course content synchronization model for course distribution over ...Compatible course content synchronization model for course distribution over ...
Compatible course content synchronization model for course distribution over ...
 
History of moocs
History of moocsHistory of moocs
History of moocs
 
Mooc
MoocMooc
Mooc
 
Indian MOOC Learners on FutureLearn
Indian MOOC Learners on FutureLearnIndian MOOC Learners on FutureLearn
Indian MOOC Learners on FutureLearn
 
Online tools to Flip your Classroom
Online tools to Flip your ClassroomOnline tools to Flip your Classroom
Online tools to Flip your Classroom
 
A Study on Indian Learners in MOOCs - GO-GN Presentation
A Study on Indian Learners in MOOCs - GO-GN PresentationA Study on Indian Learners in MOOCs - GO-GN Presentation
A Study on Indian Learners in MOOCs - GO-GN Presentation
 
Integrating moocs into university practice
Integrating moocs into university practice Integrating moocs into university practice
Integrating moocs into university practice
 
MOOCs For Development : A Case Study of Indian Learners in Massive Open Onlin...
MOOCs For Development : A Case Study of Indian Learners in Massive Open Onlin...MOOCs For Development : A Case Study of Indian Learners in Massive Open Onlin...
MOOCs For Development : A Case Study of Indian Learners in Massive Open Onlin...
 
DSA 103 Object Oriented Programming :: Week 1
DSA 103 Object Oriented Programming :: Week 1DSA 103 Object Oriented Programming :: Week 1
DSA 103 Object Oriented Programming :: Week 1
 
When Learning Analytics Meets MOOCs
When Learning Analytics Meets MOOCsWhen Learning Analytics Meets MOOCs
When Learning Analytics Meets MOOCs
 

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

V3 Of Casey Ec Sig 27 5 08
V3 Of Casey Ec Sig 27 5 08V3 Of Casey Ec Sig 27 5 08
V3 Of Casey Ec Sig 27 5 08
sheilatest
 
CEMCA EdTech Notes: Massive Open Online Courses
CEMCA EdTech Notes: Massive Open Online CoursesCEMCA EdTech Notes: Massive Open Online Courses
CEMCA EdTech Notes: Massive Open Online Courses
CEMCA
 

Similar to When Learning Analytics Meets MOOCs - a Review on iMooX Case Studies (20)

2017-05-14 KNOU Seminar Open Education OER MOOCs Learning Analytics Stracke
2017-05-14 KNOU Seminar Open Education OER MOOCs Learning Analytics Stracke2017-05-14 KNOU Seminar Open Education OER MOOCs Learning Analytics Stracke
2017-05-14 KNOU Seminar Open Education OER MOOCs Learning Analytics Stracke
 
DistanceEducation
DistanceEducationDistanceEducation
DistanceEducation
 
Design to Integrate Knowledge Building with Individual Learning in Open Learn...
Design to Integrate Knowledge Building with Individual Learning in Open Learn...Design to Integrate Knowledge Building with Individual Learning in Open Learn...
Design to Integrate Knowledge Building with Individual Learning in Open Learn...
 
DistanceEducation
DistanceEducationDistanceEducation
DistanceEducation
 
Analisa
AnalisaAnalisa
Analisa
 
V3 Of Casey Ec Sig 27 5 08
V3 Of Casey Ec Sig 27 5 08V3 Of Casey Ec Sig 27 5 08
V3 Of Casey Ec Sig 27 5 08
 
OER Experiences
OER ExperiencesOER Experiences
OER Experiences
 
CEMCA EdTech Notes: Massive Open Online Courses
CEMCA EdTech Notes: Massive Open Online CoursesCEMCA EdTech Notes: Massive Open Online Courses
CEMCA EdTech Notes: Massive Open Online Courses
 
Building a global teaching profile: Showcasing Open Educational Resources a...
Building a global teaching profile:  Showcasing Open Educational Resources a...Building a global teaching profile:  Showcasing Open Educational Resources a...
Building a global teaching profile: Showcasing Open Educational Resources a...
 
MASSIVE... beacause size matters! MOOCs and Open Learning in ODL
MASSIVE... beacause size matters!  MOOCs and Open Learning in ODLMASSIVE... beacause size matters!  MOOCs and Open Learning in ODL
MASSIVE... beacause size matters! MOOCs and Open Learning in ODL
 
2011 06 01 (uned) emadrid fcardinali exactls mobile learning myth or realityr...
2011 06 01 (uned) emadrid fcardinali exactls mobile learning myth or realityr...2011 06 01 (uned) emadrid fcardinali exactls mobile learning myth or realityr...
2011 06 01 (uned) emadrid fcardinali exactls mobile learning myth or realityr...
 
Mooc
MoocMooc
Mooc
 
Pedagogical theory for e-Learning Design: From ideals to reality?
Pedagogical theory for e-Learning Design: From ideals to reality?Pedagogical theory for e-Learning Design: From ideals to reality?
Pedagogical theory for e-Learning Design: From ideals to reality?
 
MOOCs
MOOCsMOOCs
MOOCs
 
PGCLT(HE) - Supporting students with TEL
PGCLT(HE) - Supporting students with TELPGCLT(HE) - Supporting students with TEL
PGCLT(HE) - Supporting students with TEL
 
Technology Enhanced Learning - MOOCs and Learning Analytics
Technology Enhanced Learning - MOOCs and Learning AnalyticsTechnology Enhanced Learning - MOOCs and Learning Analytics
Technology Enhanced Learning - MOOCs and Learning Analytics
 
MOOCS and Learning Analytics
MOOCS and Learning AnalyticsMOOCS and Learning Analytics
MOOCS and Learning Analytics
 
Is iTunesU a successful model of Open Educational Resource distribution?
Is iTunesU a successful model of Open Educational Resource distribution?Is iTunesU a successful model of Open Educational Resource distribution?
Is iTunesU a successful model of Open Educational Resource distribution?
 
Who are you and makes you special?
Who are you and makes you special?Who are you and makes you special?
Who are you and makes you special?
 
isajahnke ictml umea 2011-05-v1
isajahnke ictml umea 2011-05-v1isajahnke ictml umea 2011-05-v1
isajahnke ictml umea 2011-05-v1
 

More from Mohammad Khalil

Gamification in MOOCs: a Review of the State of the Art
Gamification in MOOCs: a Review of the State of the ArtGamification in MOOCs: a Review of the State of the Art
Gamification in MOOCs: a Review of the State of the Art
Mohammad Khalil
 

More from Mohammad Khalil (9)

Learning analytics in a time of pandemics
Learning analytics in a time of pandemicsLearning analytics in a time of pandemics
Learning analytics in a time of pandemics
 
Compbiomed presentation
Compbiomed presentationCompbiomed presentation
Compbiomed presentation
 
The use of Learning Analytics to explore sequences of self-regulated learning...
The use of Learning Analytics to explore sequences of self-regulated learning...The use of Learning Analytics to explore sequences of self-regulated learning...
The use of Learning Analytics to explore sequences of self-regulated learning...
 
Evaluating the Usability of a Study Support Mobile App in Higher Ed
Evaluating the Usability of a Study Support Mobile App in Higher EdEvaluating the Usability of a Study Support Mobile App in Higher Ed
Evaluating the Usability of a Study Support Mobile App in Higher Ed
 
The unbearable lightness of consent: Mapping MOOC providers’ response to consent
The unbearable lightness of consent: Mapping MOOC providers’ response to consentThe unbearable lightness of consent: Mapping MOOC providers’ response to consent
The unbearable lightness of consent: Mapping MOOC providers’ response to consent
 
Gamification in MOOCs: a Review of the State of the Art
Gamification in MOOCs: a Review of the State of the ArtGamification in MOOCs: a Review of the State of the Art
Gamification in MOOCs: a Review of the State of the Art
 
EMOOCs2018 announcement
EMOOCs2018 announcementEMOOCs2018 announcement
EMOOCs2018 announcement
 
EMOOCs2016 MOOC Conference 2016
EMOOCs2016 MOOC Conference 2016EMOOCs2016 MOOC Conference 2016
EMOOCs2016 MOOC Conference 2016
 
iOS Human Interface Guidelines (HCI)
iOS Human Interface Guidelines (HCI)iOS Human Interface Guidelines (HCI)
iOS Human Interface Guidelines (HCI)
 

Recently uploaded

Neurulation and the formation of the neural tube
Neurulation and the formation of the neural tubeNeurulation and the formation of the neural tube
Neurulation and the formation of the neural tube
SaadHumayun7
 
IATP How-to Foreign Travel May 2024.pdff
IATP How-to Foreign Travel May 2024.pdffIATP How-to Foreign Travel May 2024.pdff
IATP How-to Foreign Travel May 2024.pdff
17thcssbs2
 
Industrial Training Report- AKTU Industrial Training Report
Industrial Training Report- AKTU Industrial Training ReportIndustrial Training Report- AKTU Industrial Training Report
Industrial Training Report- AKTU Industrial Training Report
Avinash Rai
 

Recently uploaded (20)

Neurulation and the formation of the neural tube
Neurulation and the formation of the neural tubeNeurulation and the formation of the neural tube
Neurulation and the formation of the neural tube
 
IATP How-to Foreign Travel May 2024.pdff
IATP How-to Foreign Travel May 2024.pdffIATP How-to Foreign Travel May 2024.pdff
IATP How-to Foreign Travel May 2024.pdff
 
The Benefits and Challenges of Open Educational Resources
The Benefits and Challenges of Open Educational ResourcesThe Benefits and Challenges of Open Educational Resources
The Benefits and Challenges of Open Educational Resources
 
An Overview of the Odoo 17 Discuss App.pptx
An Overview of the Odoo 17 Discuss App.pptxAn Overview of the Odoo 17 Discuss App.pptx
An Overview of the Odoo 17 Discuss App.pptx
 
Post Exam Fun(da) Intra UEM General Quiz 2024 - Prelims q&a.pdf
Post Exam Fun(da) Intra UEM General Quiz 2024 - Prelims q&a.pdfPost Exam Fun(da) Intra UEM General Quiz 2024 - Prelims q&a.pdf
Post Exam Fun(da) Intra UEM General Quiz 2024 - Prelims q&a.pdf
 
Benefits and Challenges of Using Open Educational Resources
Benefits and Challenges of Using Open Educational ResourcesBenefits and Challenges of Using Open Educational Resources
Benefits and Challenges of Using Open Educational Resources
 
Application of Matrices in real life. Presentation on application of matrices
Application of Matrices in real life. Presentation on application of matricesApplication of Matrices in real life. Presentation on application of matrices
Application of Matrices in real life. Presentation on application of matrices
 
B.ed spl. HI pdusu exam paper-2023-24.pdf
B.ed spl. HI pdusu exam paper-2023-24.pdfB.ed spl. HI pdusu exam paper-2023-24.pdf
B.ed spl. HI pdusu exam paper-2023-24.pdf
 
Pragya Champions Chalice 2024 Prelims & Finals Q/A set, General Quiz
Pragya Champions Chalice 2024 Prelims & Finals Q/A set, General QuizPragya Champions Chalice 2024 Prelims & Finals Q/A set, General Quiz
Pragya Champions Chalice 2024 Prelims & Finals Q/A set, General Quiz
 
Open Educational Resources Primer PowerPoint
Open Educational Resources Primer PowerPointOpen Educational Resources Primer PowerPoint
Open Educational Resources Primer PowerPoint
 
Gyanartha SciBizTech Quiz slideshare.pptx
Gyanartha SciBizTech Quiz slideshare.pptxGyanartha SciBizTech Quiz slideshare.pptx
Gyanartha SciBizTech Quiz slideshare.pptx
 
size separation d pharm 1st year pharmaceutics
size separation d pharm 1st year pharmaceuticssize separation d pharm 1st year pharmaceutics
size separation d pharm 1st year pharmaceutics
 
Basic Civil Engg Notes_Chapter-6_Environment Pollution & Engineering
Basic Civil Engg Notes_Chapter-6_Environment Pollution & EngineeringBasic Civil Engg Notes_Chapter-6_Environment Pollution & Engineering
Basic Civil Engg Notes_Chapter-6_Environment Pollution & Engineering
 
Morse OER Some Benefits and Challenges.pptx
Morse OER Some Benefits and Challenges.pptxMorse OER Some Benefits and Challenges.pptx
Morse OER Some Benefits and Challenges.pptx
 
UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...
UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...
UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...
 
Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17
Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17
Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17
 
Post Exam Fun(da) Intra UEM General Quiz - Finals.pdf
Post Exam Fun(da) Intra UEM General Quiz - Finals.pdfPost Exam Fun(da) Intra UEM General Quiz - Finals.pdf
Post Exam Fun(da) Intra UEM General Quiz - Finals.pdf
 
How to the fix Attribute Error in odoo 17
How to the fix Attribute Error in odoo 17How to the fix Attribute Error in odoo 17
How to the fix Attribute Error in odoo 17
 
NCERT Solutions Power Sharing Class 10 Notes pdf
NCERT Solutions Power Sharing Class 10 Notes pdfNCERT Solutions Power Sharing Class 10 Notes pdf
NCERT Solutions Power Sharing Class 10 Notes pdf
 
Industrial Training Report- AKTU Industrial Training Report
Industrial Training Report- AKTU Industrial Training ReportIndustrial Training Report- AKTU Industrial Training Report
Industrial Training Report- AKTU Industrial Training Report
 

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

Editor's Notes

  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!