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The challenge of coherence anddeep learning: implications for social        networked learning                         Geo...
“Damn it, were going to crash... This cant behappening!”
http://edition.cnn.com/2012/06/20/opinion/opinion-alec-ross-tech-politics/index.html
As educators, we constantly hear about the wonderful opportunities of          new technologiesLearners can create and con...
A peripheral voice asking about      “information validity” and          “depth of learning”is often treated as an idea ex...
But there is a real concern here:How do learners develop a nuanced and deepunderstanding of how concepts are relatedwhen l...
Recognition is growing of complexity    and networks as underpinningattributes of social, science, education
http://drunks-and-lampposts.com/2012/06/13/graphing-the-history-of-philosophy/
http://drunks-and-lampposts.com/2012/06/13/graphing-the-history-of-philosophy/
http://www.plosone.org/article/info:doi/10.1371/journal.pone.0004803
http://linkeddata.org/
Within complexity and networks, we seek coherence and relatedness
“orientation about the meaning and value ofinformation elements based on how they areconnected, structured, and related”  ...
Medical situations/diagnosis“fit together in a coherent causal scheme”                       (Klein, Moon, and Hoffman 2006)
Agents in a system possess only partialinformation                                (Miller and Page 2007)…to make sense and...
“decisions are made effectively and comfortablywhen based on coherent mental models”                                      ...
In language and discourse, coherence relationsare “meaning relations that connect discoursesegments”                      ...
“a vague conception . . . toward a more clearunderstanding of the problem with a coherentconceptual structure”            ...
Knowledge development, learning, is (shouldbe) concerned with learners understandingrelationships, not simply memorizing f...
Knowledge relatedness and conceptual errorsare often not made explicit (tests don’t alwayssurface these errors)
http://www.learner.org/resources/series28.html
Existing coherence forming systemsBooksNewspapersTV news programsMagazines(anything that is structured and that the enduse...
Knowledge in pieces
As we become connected globally,new knowledge configurations will            arise
Knowledge creation will be influenced –constrained - by integrated ecosystems(the iTunes/Microsoft model)
Solving challenging problems:surfacing and connecting what       individuals know
What does this mean to you as an              educator?Importance of learners creating artifacts thatreflect how they view...
(new) Goals of Harvard General              Education1. General education prepares students for civic   engagement2. Gener...
http://open.mooc.ca/   Starts September 10, 2012
http://lakconference.org
http://edfuture.net/ October 8-November 16, 2012
gsiemens @  gmail  Twitter  Skype  FB  Whereverwww.elearnspace.orgwww.connectivism.cawww.learninganalytics.net
The Challenge of Coherence
The Challenge of Coherence
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The Challenge of Coherence

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Presented to University of South Africa, Pretoria.

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The Challenge of Coherence

  1. 1. The challenge of coherence anddeep learning: implications for social networked learning George Siemens, PhD September 4, 2012 Presented to: University of South Africa
  2. 2. “Damn it, were going to crash... This cant behappening!”
  3. 3. http://edition.cnn.com/2012/06/20/opinion/opinion-alec-ross-tech-politics/index.html
  4. 4. As educators, we constantly hear about the wonderful opportunities of new technologiesLearners can create and connect!We’ll finally do away with industrial-modeleducation!Everyone can access content! Teaching!etc.
  5. 5. A peripheral voice asking about “information validity” and “depth of learning”is often treated as an idea expressed by a 3 year old “there, there, you don’t understand it yet”
  6. 6. But there is a real concern here:How do learners develop a nuanced and deepunderstanding of how concepts are relatedwhen learning occurs in fragments?
  7. 7. Recognition is growing of complexity and networks as underpinningattributes of social, science, education
  8. 8. http://drunks-and-lampposts.com/2012/06/13/graphing-the-history-of-philosophy/
  9. 9. http://drunks-and-lampposts.com/2012/06/13/graphing-the-history-of-philosophy/
  10. 10. http://www.plosone.org/article/info:doi/10.1371/journal.pone.0004803
  11. 11. http://linkeddata.org/
  12. 12. Within complexity and networks, we seek coherence and relatedness
  13. 13. “orientation about the meaning and value ofinformation elements based on how they areconnected, structured, and related” (Antonovsky 1993)
  14. 14. Medical situations/diagnosis“fit together in a coherent causal scheme” (Klein, Moon, and Hoffman 2006)
  15. 15. Agents in a system possess only partialinformation (Miller and Page 2007)…to make sense and act meaningfully requiresconnections to be formed between agents
  16. 16. “decisions are made effectively and comfortablywhen based on coherent mental models” (Simon 2004)
  17. 17. In language and discourse, coherence relationsare “meaning relations that connect discoursesegments” (Kamalski et al. 2008)
  18. 18. “a vague conception . . . toward a more clearunderstanding of the problem with a coherentconceptual structure” (Vakkari 1999)
  19. 19. Knowledge development, learning, is (shouldbe) concerned with learners understandingrelationships, not simply memorizing facts.i.e. naming nodes is “low level” knowledgeactivity, understanding node connectivity, andimplications of changes in networkstructure, consists of deeper, coherent, learning
  20. 20. Knowledge relatedness and conceptual errorsare often not made explicit (tests don’t alwayssurface these errors)
  21. 21. http://www.learner.org/resources/series28.html
  22. 22. Existing coherence forming systemsBooksNewspapersTV news programsMagazines(anything that is structured and that the enduser can’t speak into and alter)
  23. 23. Knowledge in pieces
  24. 24. As we become connected globally,new knowledge configurations will arise
  25. 25. Knowledge creation will be influenced –constrained - by integrated ecosystems(the iTunes/Microsoft model)
  26. 26. Solving challenging problems:surfacing and connecting what individuals know
  27. 27. What does this mean to you as an educator?Importance of learners creating artifacts thatreflect how they view a concept/disciplineAssisting learners in thinking in networks(relationship between concepts)Teaching and learning in networks…
  28. 28. (new) Goals of Harvard General Education1. General education prepares students for civic engagement2. General education teaches students to understand themselves as products of—and participants in—traditions of art, ideas, and values.3. General education prepares students to respond critically and constructively to change4. General education develops students’ understanding of the ethical dimensions of what they say and do Harvard University, Faculty of Arts and Sciences, 2007
  29. 29. http://open.mooc.ca/ Starts September 10, 2012
  30. 30. http://lakconference.org
  31. 31. http://edfuture.net/ October 8-November 16, 2012
  32. 32. gsiemens @ gmail Twitter Skype FB Whereverwww.elearnspace.orgwww.connectivism.cawww.learninganalytics.net

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