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A learning system to meet the
knowledge needs of a complex era
George Siemens, PhD
July 17, 2013
edX
August 5, 1949
April 14, 1994
Assertions:
1. Knowledge needs are today defined by
complexity and interconnectivity
2. Emerging employment opportunities are
knowledge-based
3. The idea of a university is expanding
(complexifying)
4. Knowledge institutions mirror the
architecture of information
The Conference Board
McKinsey Quarterly, 2012
Increasing diversity
of student profiles
The U.S. is now in a position when
less than half of students could be
considered fulltime students. In
other words, students who can attend
campus five days a week nine-to-five,
are now a minority.
(Bates, 2013)
Center on Budget and
Policy Priorities, 2013
OECD 2013
The last decade, two defining
trends:
1. Participatory culture and social/technical
connectivity (Rise of the Individual)
2. Transparency and surveillance culture
(Rise of Data and Analytics)
Expanding knowledge needs
requires expanding learning
opportunities
The process of
learning/unlearning/knowledge
development is still happening through
legacy models that do not account for
today‟s nature of information and knowledge
development.
When we create, it can be
analyzed and
new patterns can be discovered
(understood, evaluated, interrogated)
Information
fragmentation…l
oss of narratives
of coherence
The problem:
Once we‟ve fragmented content
and conversation,
we need to stitch them together
again so we can act meaningfully
Knowledge in pieces
diSessa, 1993
Reducing the basic units of
education:
From courses/workshops/modules
to competencies
Agents in a system possess only partial
information
(Miller and Page 2007)
…to make sense and act meaningfully
requires connections to be formed between
agents
Coherence is an orientation about the
meaning and value of information elements
based on how they are connected,
structured, and related
Antonovsky 1993
Networked information
doesn’t have a center
So we (socially) create temporary
centers:
Shared sensemaking
So we (technologically) create
temporary centers:
content and conversation
aggregation
Stitching things together:
Sensemaking and wayfinding through
complex information flows and trends to
extract what is important and relevant
“Learning and knowledge creation is often
distributed across multiple media and sites
in networked environments. Traces of such
activity may be fragmented across multiple
logs and may not match analytic needs. As a
result, the coherence of distributed
interaction and emergent phenomena are
analytically cloaked”
Suthers, Rosen, 2011
What we are seeing is the
complexification of higher
education
Learning needs are complex, ongoing
Simple singular narrative won‟t suffice going
forward
The idea of the university is expanding and
diversifying
Much of what MOOCs address is the
shadow education system.
They are not actual competition with the
existing education system
https://sites.google.com/site/themoocguide/home
“Both student and teacher are unhappy
when chained to curricula and syllabi, to
tests and mediocre standards. An atmosphere
of uninspired and uninspiring common sense
may well produce satisfactory mastery of
technical “know how” and testable factual
information. Such an atmosphere, however,
stifles genuine understanding and the spirit
of adventure in research.”
Karl Jaspers, The Idea of the University 1959
MOOCs/DS106:
Changed relationship between teacher/learner
Distributed, chaotic, emergent.
Learners expected to create, grow, expand
domain and share personal sensemaking
through artifact-creation
An education system that fails to emulate the
characteristics information in an era is doomed to
fail.
Information today is:
Open
Distributed
Scalable
Social
Generative
Networked
Self-organized
Adaptive
Global
Participatory Pedagogies
(Collis & Moonen, 2008)
(Askins, 2008)
(Harvard Law School, 2008)
Distributed content and conversations
State of Wisconsin, 2012
Anderson, T. & Dron, J. (2011). Three Generations of Distance Education Pedagogy, International
Review of Research in Open and Distance Learning 12(3), 80-97, http://goo.gl/j3mRF
Garrison, D. R., Anderson, T., & Archer, W. (2000). Critical inquiry in a text-based environment: Computer conferencing in
higher education. The Internet and Higher Education, 2(2-3), 87-105.
Group work in MOOCs
Kuhn: accumulation of anomalies, create
“phase changes” (sorry, hate the „p‟ word):
dramatic change, alteration of core premises,
development of a framework to account for sub-
changes
Carlota Perez: techno-economic change
Education systems track the
architecture of information of an era
7 Primary Tensions in open online
courses
Automation vs. Creation
Social vs. Scripted
Structured vs. Self-Organized
University-based vs. Informal learning
Assessment/recognition vs. Personal growth
Functioning in existing system vs. Transforming existing system
Learner owned vs. Organization owned interaction spaces
Twitter/Gmail:
gsiemens

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George Siemens' Slides from MIT talk

  • 1. A learning system to meet the knowledge needs of a complex era George Siemens, PhD July 17, 2013 edX
  • 4. Assertions: 1. Knowledge needs are today defined by complexity and interconnectivity 2. Emerging employment opportunities are knowledge-based 3. The idea of a university is expanding (complexifying) 4. Knowledge institutions mirror the architecture of information
  • 7. Increasing diversity of student profiles The U.S. is now in a position when less than half of students could be considered fulltime students. In other words, students who can attend campus five days a week nine-to-five, are now a minority. (Bates, 2013)
  • 8. Center on Budget and Policy Priorities, 2013
  • 10. The last decade, two defining trends: 1. Participatory culture and social/technical connectivity (Rise of the Individual) 2. Transparency and surveillance culture (Rise of Data and Analytics)
  • 11. Expanding knowledge needs requires expanding learning opportunities
  • 12. The process of learning/unlearning/knowledge development is still happening through legacy models that do not account for today‟s nature of information and knowledge development.
  • 13. When we create, it can be analyzed and new patterns can be discovered (understood, evaluated, interrogated)
  • 15. The problem: Once we‟ve fragmented content and conversation, we need to stitch them together again so we can act meaningfully
  • 17. Reducing the basic units of education: From courses/workshops/modules to competencies
  • 18. Agents in a system possess only partial information (Miller and Page 2007) …to make sense and act meaningfully requires connections to be formed between agents
  • 19. Coherence is an orientation about the meaning and value of information elements based on how they are connected, structured, and related Antonovsky 1993
  • 21. So we (socially) create temporary centers: Shared sensemaking
  • 22. So we (technologically) create temporary centers: content and conversation aggregation
  • 23. Stitching things together: Sensemaking and wayfinding through complex information flows and trends to extract what is important and relevant
  • 24. “Learning and knowledge creation is often distributed across multiple media and sites in networked environments. Traces of such activity may be fragmented across multiple logs and may not match analytic needs. As a result, the coherence of distributed interaction and emergent phenomena are analytically cloaked” Suthers, Rosen, 2011
  • 25. What we are seeing is the complexification of higher education Learning needs are complex, ongoing Simple singular narrative won‟t suffice going forward The idea of the university is expanding and diversifying
  • 26. Much of what MOOCs address is the shadow education system. They are not actual competition with the existing education system
  • 28. “Both student and teacher are unhappy when chained to curricula and syllabi, to tests and mediocre standards. An atmosphere of uninspired and uninspiring common sense may well produce satisfactory mastery of technical “know how” and testable factual information. Such an atmosphere, however, stifles genuine understanding and the spirit of adventure in research.” Karl Jaspers, The Idea of the University 1959
  • 29. MOOCs/DS106: Changed relationship between teacher/learner Distributed, chaotic, emergent. Learners expected to create, grow, expand domain and share personal sensemaking through artifact-creation
  • 30. An education system that fails to emulate the characteristics information in an era is doomed to fail. Information today is: Open Distributed Scalable Social Generative Networked Self-organized Adaptive Global
  • 31. Participatory Pedagogies (Collis & Moonen, 2008) (Askins, 2008) (Harvard Law School, 2008)
  • 32. Distributed content and conversations
  • 34.
  • 35. Anderson, T. & Dron, J. (2011). Three Generations of Distance Education Pedagogy, International Review of Research in Open and Distance Learning 12(3), 80-97, http://goo.gl/j3mRF
  • 36. Garrison, D. R., Anderson, T., & Archer, W. (2000). Critical inquiry in a text-based environment: Computer conferencing in higher education. The Internet and Higher Education, 2(2-3), 87-105.
  • 37. Group work in MOOCs
  • 38. Kuhn: accumulation of anomalies, create “phase changes” (sorry, hate the „p‟ word): dramatic change, alteration of core premises, development of a framework to account for sub- changes
  • 40. Education systems track the architecture of information of an era
  • 41. 7 Primary Tensions in open online courses Automation vs. Creation Social vs. Scripted Structured vs. Self-Organized University-based vs. Informal learning Assessment/recognition vs. Personal growth Functioning in existing system vs. Transforming existing system Learner owned vs. Organization owned interaction spaces

Editor's Notes

  1. State of Human Capital, 2012, http://www.mckinsey.com/~/media/McKinsey/dotcom/client_service/Organization/PDFs/State_of_human_capital_2012.ashx
  2. https://www.mckinseyquarterly.com/Economic_Studies/Productivity_Performance/Preparing_for_a_new_era_of_knowledge_work_3034
  3. http://www.census.gov/prod/2013pubs/acsbr11-14.pdf
  4. http://www.cbpp.org/files/3-19-13sfp.pdf
  5. http://www.oecd.org/edu/eag2013%20(eng)--FINAL%2020%20June%202013.pdf
  6. diSessa, A. A. (1993). Toward an epistemology of physics. Cognition and Instruction 10(2 & 3): 105-225.
  7. Miller, J. H., and Page, S. E (2007). Complex adaptive systems: An introduction to computational models of social life. Princeton: Princeton University Press
  8. Suthers, D. D., & Rosen, D. (2011). A unified framework for multi-level analysis of distributed learning Proceedings of the First International Conference on Learning Analytics & Knowledge, Banff, Alberta, February 27-March 1, 2011.
  9. https://sites.google.com/site/themoocguide/
  10. http://www.scribd.com/doc/30006468/Idea-of-the-University
  11. http://www3.interscience.wiley.com/journal/119879431/abstract?CRETRY=1&SRETRY=0http://www.law.harvard.edu/students/orgs/crcl/current.html
  12. http://walker.wi.gov/Images/News/6.19.12%20UW%20Flexible%20Degree%20Proposal%20Packet.pdf
  13. http://thenextwavefutures.wordpress.com/2010/02/04/the-golden-age-depending/