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Stian Håklev, University of Toronto
KMDI PhD Seminar, July 16, 2016
How to design and orchestrate a MOOC
as a collaborative knowledge community
Photo by Bestarns @ Deviantart
Relationship
between
group size
and richness
of learning
activities
Fig: Dillenbourg, 2015, “Orchestration Graphs: Modeling Scalable Education"
2
Principle-based curriculum design, KCI model
KCI Principles
• Students work collectively as a knowledge
community, creating a knowledge base that is
indexed to a specific content domain.
• The knowledge base is accessible for use as a
resource as well as for editing and improvement
by all members.
• Collaborative inquiry activities are designed to
address the targeted domain learning goals,
using the knowledge base as a primary resource
and producing assessable outcomes.
• The teacher's role must be clearly specified
within the inquiry script, in addition to a general
orchestrational responsibility.
Capstone project:
Lesson design
Fig: MOOC poster April 4, 2013 by Mathieu Plourde licensed CC-BY on Flickr
History of MOOCs in one slide
History of MOOCs in one slide
• Open Educational Resources
History of MOOCs in one slide
• Open Educational Resources
• Early social learning experiments: Wiley Wikis, cMOOCs (Stephen Downes and George
Siemens), Peer2Peer University
History of MOOCs in one slide
• Open Educational Resources
• Early social learning experiments: Wiley Wikis, cMOOCs (Stephen Downes and George
Siemens), Peer2Peer University
• Peeragogy, Connectivism, Networked Learning, Personal Learning Environments (PLE),
Personal Learning Networks (PLN)
History of MOOCs in one slide
• Open Educational Resources
• Early social learning experiments: Wiley Wikis, cMOOCs (Stephen Downes and George
Siemens), Peer2Peer University
• Peeragogy, Connectivism, Networked Learning, Personal Learning Environments (PLE),
Personal Learning Networks (PLN)
• Open Learning Initiative (CMU OLI) simulations, massive peer-review, automatic grading
of programming assignments
History of MOOCs in one slide
• Open Educational Resources
• Early social learning experiments: Wiley Wikis, cMOOCs (Stephen Downes and George
Siemens), Peer2Peer University
• Peeragogy, Connectivism, Networked Learning, Personal Learning Environments (PLE),
Personal Learning Networks (PLN)
• Open Learning Initiative (CMU OLI) simulations, massive peer-review, automatic grading
of programming assignments
• Khan Academy short YouTube videos recorded directly for the web (not in lecture
theatre)
History of MOOCs in one slide
• Open Educational Resources
• Early social learning experiments: Wiley Wikis, cMOOCs (Stephen Downes and George
Siemens), Peer2Peer University
• Peeragogy, Connectivism, Networked Learning, Personal Learning Environments (PLE),
Personal Learning Networks (PLN)
• Open Learning Initiative (CMU OLI) simulations, massive peer-review, automatic grading
of programming assignments
• Khan Academy short YouTube videos recorded directly for the web (not in lecture
theatre)
• First xMOOCs from Stanford, Artificial Intelligence/Machine Learning
History of MOOCs in one slide
• Open Educational Resources
• Early social learning experiments: Wiley Wikis, cMOOCs (Stephen Downes and George
Siemens), Peer2Peer University
• Peeragogy, Connectivism, Networked Learning, Personal Learning Environments (PLE),
Personal Learning Networks (PLN)
• Open Learning Initiative (CMU OLI) simulations, massive peer-review, automatic grading
of programming assignments
• Khan Academy short YouTube videos recorded directly for the web (not in lecture
theatre)
• First xMOOCs from Stanford, Artificial Intelligence/Machine Learning
• xMOOC platforms: Coursera, EdX, Udacity, ++
History of MOOCs in one slide
• Open Educational Resources
• Early social learning experiments: Wiley Wikis, cMOOCs (Stephen Downes and George
Siemens), Peer2Peer University
• Peeragogy, Connectivism, Networked Learning, Personal Learning Environments (PLE),
Personal Learning Networks (PLN)
• Open Learning Initiative (CMU OLI) simulations, massive peer-review, automatic grading
of programming assignments
• Khan Academy short YouTube videos recorded directly for the web (not in lecture
theatre)
• First xMOOCs from Stanford, Artificial Intelligence/Machine Learning
• xMOOC platforms: Coursera, EdX, Udacity, ++
• Learning Analytics
History of MOOCs in one slide
• Open Educational Resources
• Early social learning experiments: Wiley Wikis, cMOOCs (Stephen Downes and George
Siemens), Peer2Peer University
• Peeragogy, Connectivism, Networked Learning, Personal Learning Environments (PLE),
Personal Learning Networks (PLN)
• Open Learning Initiative (CMU OLI) simulations, massive peer-review, automatic grading
of programming assignments
• Khan Academy short YouTube videos recorded directly for the web (not in lecture
theatre)
• First xMOOCs from Stanford, Artificial Intelligence/Machine Learning
• xMOOC platforms: Coursera, EdX, Udacity, ++
• Learning Analytics
• Learning@Scale
Design constraints
Design constraints
• EdX platform, how is material organized, how can we
provide custom functionality?
LTI component
Design constraints
Design constraints
• Specific target group: in-service teachers
Design constraints
• Specific target group: in-service teachers
• Fully online, almost entirely asynchronous course
Design constraints
• Specific target group: in-service teachers
• Fully online, almost entirely asynchronous course
• Varying levels of commitment/interest in different
activities
Design constraints
• Specific target group: in-service teachers
• Fully online, almost entirely asynchronous course
• Varying levels of commitment/interest in different
activities
• Many students will not complete the course (drop out)
Participation tracks
14
Fig: The sense of MOOCs for 21st century skills, slide deck by Janine Kiers
Week Zero
Pre-course lounge
Epistemic treatment
Collecting data for student model
Supporting group formation of SIGs
Kickstarting resource generation script,

which will feed into week 1 inquiry

activities, and inspire Design Strand activity
16
Design of group hierarchy, and group formation
21
From large to small groups
22
23
Week 1
Written resources, personal reflections, SIG discussions…
Lesson Design project
Connecting course to previous and future generations
Course begins by reviewing previous lesson designs. Finished lesson designs, as well as
sorted, tagged and commented resources shared with future generations, and public
30
Selecting Design Groups:
Asynchronous coordination challenge
How to support coordination of
collaborative learning in teams?
Collaborative Workbench
Collaborative Workbench
Collaborative Workbench
Collaborative Workbench
Interdependence between Strands
Inquiry scripts in Foundation Strand provide inspiration to Design Strand, cycle of
reviews/constructive feedback based on weekly themes, final Gallery Walk of projects
36
How to end the course on a bang,
rather than a whimper?
Supporting an online meeting with
hundreds of students
40
bit.ly/gallery-walk
Feeding into community knowledge base
44
Putting it all together
Analytics supporting teacher
awareness and intervention
Discussion
• “Scripting across the curriculum”
• MOOC context: two strands, interdependence
• Pedagogical design of group hierarchy and group formation
• Enabling content to move across group boundaries
• Supporting small teams
• Synchronous/asynchronous, motivation, coordination…
• Learning analytics for teacher awareness
• Technological support for scripting in MOOCs

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How to design and orchestrate a MOOC as a collaborative knowledge community

  • 1. Stian Håklev, University of Toronto KMDI PhD Seminar, July 16, 2016 How to design and orchestrate a MOOC as a collaborative knowledge community Photo by Bestarns @ Deviantart
  • 2. Relationship between group size and richness of learning activities Fig: Dillenbourg, 2015, “Orchestration Graphs: Modeling Scalable Education" 2
  • 3.
  • 4. Principle-based curriculum design, KCI model KCI Principles • Students work collectively as a knowledge community, creating a knowledge base that is indexed to a specific content domain. • The knowledge base is accessible for use as a resource as well as for editing and improvement by all members. • Collaborative inquiry activities are designed to address the targeted domain learning goals, using the knowledge base as a primary resource and producing assessable outcomes. • The teacher's role must be clearly specified within the inquiry script, in addition to a general orchestrational responsibility.
  • 6. Fig: MOOC poster April 4, 2013 by Mathieu Plourde licensed CC-BY on Flickr
  • 7. History of MOOCs in one slide
  • 8. History of MOOCs in one slide • Open Educational Resources
  • 9. History of MOOCs in one slide • Open Educational Resources • Early social learning experiments: Wiley Wikis, cMOOCs (Stephen Downes and George Siemens), Peer2Peer University
  • 10. History of MOOCs in one slide • Open Educational Resources • Early social learning experiments: Wiley Wikis, cMOOCs (Stephen Downes and George Siemens), Peer2Peer University • Peeragogy, Connectivism, Networked Learning, Personal Learning Environments (PLE), Personal Learning Networks (PLN)
  • 11. History of MOOCs in one slide • Open Educational Resources • Early social learning experiments: Wiley Wikis, cMOOCs (Stephen Downes and George Siemens), Peer2Peer University • Peeragogy, Connectivism, Networked Learning, Personal Learning Environments (PLE), Personal Learning Networks (PLN) • Open Learning Initiative (CMU OLI) simulations, massive peer-review, automatic grading of programming assignments
  • 12. History of MOOCs in one slide • Open Educational Resources • Early social learning experiments: Wiley Wikis, cMOOCs (Stephen Downes and George Siemens), Peer2Peer University • Peeragogy, Connectivism, Networked Learning, Personal Learning Environments (PLE), Personal Learning Networks (PLN) • Open Learning Initiative (CMU OLI) simulations, massive peer-review, automatic grading of programming assignments • Khan Academy short YouTube videos recorded directly for the web (not in lecture theatre)
  • 13. History of MOOCs in one slide • Open Educational Resources • Early social learning experiments: Wiley Wikis, cMOOCs (Stephen Downes and George Siemens), Peer2Peer University • Peeragogy, Connectivism, Networked Learning, Personal Learning Environments (PLE), Personal Learning Networks (PLN) • Open Learning Initiative (CMU OLI) simulations, massive peer-review, automatic grading of programming assignments • Khan Academy short YouTube videos recorded directly for the web (not in lecture theatre) • First xMOOCs from Stanford, Artificial Intelligence/Machine Learning
  • 14. History of MOOCs in one slide • Open Educational Resources • Early social learning experiments: Wiley Wikis, cMOOCs (Stephen Downes and George Siemens), Peer2Peer University • Peeragogy, Connectivism, Networked Learning, Personal Learning Environments (PLE), Personal Learning Networks (PLN) • Open Learning Initiative (CMU OLI) simulations, massive peer-review, automatic grading of programming assignments • Khan Academy short YouTube videos recorded directly for the web (not in lecture theatre) • First xMOOCs from Stanford, Artificial Intelligence/Machine Learning • xMOOC platforms: Coursera, EdX, Udacity, ++
  • 15. History of MOOCs in one slide • Open Educational Resources • Early social learning experiments: Wiley Wikis, cMOOCs (Stephen Downes and George Siemens), Peer2Peer University • Peeragogy, Connectivism, Networked Learning, Personal Learning Environments (PLE), Personal Learning Networks (PLN) • Open Learning Initiative (CMU OLI) simulations, massive peer-review, automatic grading of programming assignments • Khan Academy short YouTube videos recorded directly for the web (not in lecture theatre) • First xMOOCs from Stanford, Artificial Intelligence/Machine Learning • xMOOC platforms: Coursera, EdX, Udacity, ++ • Learning Analytics
  • 16. History of MOOCs in one slide • Open Educational Resources • Early social learning experiments: Wiley Wikis, cMOOCs (Stephen Downes and George Siemens), Peer2Peer University • Peeragogy, Connectivism, Networked Learning, Personal Learning Environments (PLE), Personal Learning Networks (PLN) • Open Learning Initiative (CMU OLI) simulations, massive peer-review, automatic grading of programming assignments • Khan Academy short YouTube videos recorded directly for the web (not in lecture theatre) • First xMOOCs from Stanford, Artificial Intelligence/Machine Learning • xMOOC platforms: Coursera, EdX, Udacity, ++ • Learning Analytics • Learning@Scale
  • 17.
  • 19. Design constraints • EdX platform, how is material organized, how can we provide custom functionality?
  • 20.
  • 21.
  • 22.
  • 23.
  • 25.
  • 27. Design constraints • Specific target group: in-service teachers
  • 28. Design constraints • Specific target group: in-service teachers • Fully online, almost entirely asynchronous course
  • 29. Design constraints • Specific target group: in-service teachers • Fully online, almost entirely asynchronous course • Varying levels of commitment/interest in different activities
  • 30. Design constraints • Specific target group: in-service teachers • Fully online, almost entirely asynchronous course • Varying levels of commitment/interest in different activities • Many students will not complete the course (drop out)
  • 31. Participation tracks 14 Fig: The sense of MOOCs for 21st century skills, slide deck by Janine Kiers
  • 33. Pre-course lounge Epistemic treatment Collecting data for student model Supporting group formation of SIGs Kickstarting resource generation script,
 which will feed into week 1 inquiry
 activities, and inspire Design Strand activity 16
  • 34.
  • 35.
  • 36.
  • 37.
  • 38. Design of group hierarchy, and group formation 21 From large to small groups
  • 39. 22
  • 40. 23
  • 42. Written resources, personal reflections, SIG discussions…
  • 43.
  • 44.
  • 46.
  • 47. Connecting course to previous and future generations Course begins by reviewing previous lesson designs. Finished lesson designs, as well as sorted, tagged and commented resources shared with future generations, and public 30
  • 48. Selecting Design Groups: Asynchronous coordination challenge
  • 49.
  • 50.
  • 51.
  • 52. How to support coordination of collaborative learning in teams?
  • 57. Interdependence between Strands Inquiry scripts in Foundation Strand provide inspiration to Design Strand, cycle of reviews/constructive feedback based on weekly themes, final Gallery Walk of projects 36
  • 58.
  • 59.
  • 60.
  • 61. How to end the course on a bang, rather than a whimper? Supporting an online meeting with hundreds of students 40
  • 62.
  • 63.
  • 65. Feeding into community knowledge base 44
  • 66. Putting it all together
  • 68. Discussion • “Scripting across the curriculum” • MOOC context: two strands, interdependence • Pedagogical design of group hierarchy and group formation • Enabling content to move across group boundaries • Supporting small teams • Synchronous/asynchronous, motivation, coordination… • Learning analytics for teacher awareness • Technological support for scripting in MOOCs