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Nuts & Bolts of Research Methods: Doctoral Training Conference
The Open University, March 22nd 2011


Research as
Hypermedia Narrative
Simon Buckingham Shum

Knowledge Media Institute
Open University UK

http://simon.buckinghamshum.net                                  http://creativecommons.org/licenses/by-nc/2.0/uk




                                                                                                                    1
70-strong lab (Berrill top floor)
near future (2-5 yrs) R&D for Open U and research
partners — next generation internet, and tools for
learning, sensemaking, collaboration and search
make the invisible visible


make the opaque permeable


make the ephemeral persistent



     by using digital tools to craft narrative
   around ideas + documents + multimedia
                                                 3
“We may some day click off arguments on
a machine with the same assurance that we
now enter sales on a cash register.”


Vannevar Bush, 1945




http://www.theatlantic.com/magazine/archive/1945/07/as-we-may-think/3881
                                                                           4
http://www.theatlantic.com/magazine/archive/1945/07/as-we-may-think/3881
                                                                           5
http://www.theatlantic.com/magazine/archive/1945/07/as-we-may-think/3881
                                                                                                6
Possibly based on the work of Emanuel Goldberg: http://en.wikipedia.org/wiki/Emanuel_Goldberg
“Wholly new forms of encyclopedias will
appear, ready made with a mesh of
associative trails running through them,
ready to be dropped into the memex and
there amplified.”




http://www.theatlantic.com/magazine/archive/1945/07/as-we-may-think/3881
                                                                           7
“There is a new profession of trail blazers,
those who find delight in the task of
establishing useful trails through the
enormous mass of the common record.
The inheritance from the master becomes,
not only his additions to the world's record,
but for his disciples the entire scaffolding
by which they were erected.”

http://www.theatlantic.com/magazine/archive/1945/07/as-we-may-think/3881
                                                                           8
A simple but powerful concept


Hypertext: coherent trails and webs


             Ideas, Discussions, Theories,
          Evidence, Arguments, Concepts,
     Data, Documents, Group Processes…


        …all can rendered as networks of
        nodes in meaningful relationships
                                             9
Compendium software (open source)
 visual hypermedia for managing the connections between ideas flexibly
 http://compendium.open.ac.uk




Buckingham Shum, S., Selvin, A., Sierhuis, M., Conklin, J., Haley, C. and Nuseibeh, B. (2006). Hypermedia Support for
Argumentation-Based Rationale: 15 Years on from gIBIS and QOC. In: Rationale Management in Software Engineering         10
(Eds.) A.H. Dutoit, R. McCall, I. Mistrik, and B. Paech. Springer-Verlag: Berlin. http://oro.open.ac.uk/3032
Compendium software (open source)
 visual hypermedia for managing the connections between ideas flexibly
 http://compendium.open.ac.uk




Buckingham Shum, S., Selvin, A., Sierhuis, M., Conklin, J., Haley, C. and Nuseibeh, B. (2006). Hypermedia Support for
Argumentation-Based Rationale: 15 Years on from gIBIS and QOC. In: Rationale Management in Software Engineering         11
(Eds.) A.H. Dutoit, R. McCall, I. Mistrik, and B. Paech. Springer-Verlag: Berlin. http://oro.open.ac.uk/3032
e-Dance Project: Choreography practice as research, &
the transformative role of digital media




e-Dance Project — in collab. with:
Helen Bailey (Univ. Bedfordshire)
Sita Popat (Univ. Leeds)
Martin Turner (Univ. Manchester)
                                                        12
e-Dance Project: Choreography practice as research, &
the transformative role of digital media




                                                        13
This theatre, Nov. 2008…




                           14
e-Dance Project: Choreography practice as research, &
the transformative role of digital media




                                                        15
Multimedia presentations for a multimedia discipline




http://projects.kmi.open.ac.uk/e-dance/2009/09/14/choreographic-video-annotation
http://podcast.open.ac.uk/oulearn/computing-and-ict/podcast-e-dance (Start: 2.15)
                                                                                    16
Browsing the replay of a meeting by time, speaker and type
of contribution (CoAKTinG/NASA field trials)       Copyright, 2004, RIACS/
                                                   NASA Ames, Open
                                                   University, Southampton
                                                   University
                                                   Not to be used without
                                                   permission
                                                   RIACS/NASA Ames
                                                   Research Center
                                                   Mobile Agents Project
                                                   Maarten Sierhuis

                                                   KMi Open University
                                                   CoAKTinG Project
                                                   Simon Buckingham-Shum
                                                   & Al Selvin

                                                   Southampton University
                                                   CoAKTinG Project
                                                   Kevin Page
                                                   Danius Michaelides
                                                   Dave De Roure
                                                   Nigel Shadbolt




http://kmi.open.ac.uk/projects/coakting/nasa                          17
If you’d been my PhD student online, then we’d be
recording supervisions in Compendium… (thanks Jack Park!)




e-PhD workshop: http://kmi.open.ac.uk/projects/e-phd/UKGRAD/OU-wkshp-Feb05.html   18
Visualizing therapeutic group dynamics
Which behaviours do two patients share?
Tags shared in common are orange, tags from one patient in green




http://people.kmi.open.ac.uk/sbs/2010/03/compendium-mapping-group-dynamics   19
Replaying an election debate with sync’d map




http://people.kmi.open.ac.uk/sbs/2010/04/debate-replay-with-map   20
Mapping your PhD as a hypermedia network of
ideas + documents + multimedia (Al Selvin, KMi)




                                                                              21
http://knowledgeart.blogspot.com/2011/02/using-compendium-for-research.html
Using Compendium to visualize and challenge
       racist argumentation on the Net




Buckingham Shum, S. (2007). Undermining Mimetic Contagion on the Net: Argumentation Tools as Critical Voices.
COV&R 2007: Colloquium on Violence & Religion, Amsterdam Vrije Universiteit July, 4-8 2007
http://www.bezinningscentrum.nl/teksten/girard/c/c2007_Buckingham-Shum_Simon_abstract.htm
http://www.slideshare.net/sbs/undermining-mimetic-contagion-on-the-net-argumentation-tools-as-critical-voices
Interactive Web Maps: http://bit.ly/aP4M0P (View in Safari)
Example: a scientific argument on National
Front website


 We argue, for example, thatWest Indian and other
Negroes will never fit in, as multiracialists
claim, to become equal and integrated
members of a predominantly White society.
This is because they are inherently unfitted to do so

intellectually, and are thus condemned to exist in White society as a
permanent underclass, confined to the lower social strata and,
not unnaturally, bitterly resentful of the alien society in which they are thus

trapped. This resentment will inevitably explode into
violence, rioting and crime.

                                                                                  23
Example: a scientific argument on National
Front website

 What are the facts? Over almost seventy years, in study after study, conducted by
scientists and educationalists in numerous countries, studies conducted by such bastions of
racial rationalism as the Inner London Education Authority, the US Army, and Harvard and

                   on every measure of intellectual
Oxford Universities,

ability and educational attainment Blacks
perform significantly worse, on average, than
Whites. In the case of average IQ, for
example, the average Negro figure is only
85% of the White average. In fact the higher the proportion of
White genes the higher the intelligence: a pure-bred Negro fresh

out of Africa scores nearer 70%.
 Readers can consult Race by Dr. John R. Baker, former Reader in Cytology at Oxford University, published by the Oxford University
 Press, or The Testing of Negro Intelligence, an exhaustive review of hundreds of studies demonstrating racial differences in intellectual
 ability by Dr. Audrey M. Shuey, and of course there is The Bell Curve by Herrnstein and Murray.                                             24
25
http://bit.ly/aP4M0P (View in Safari)
Refuting the NF negro intelligence argument
using argument mapping         http://bit.ly/aP4M0P (View in Safari)




                                                           Red link=
                                                          challenges



                                                         Green link=
                                                          supports




                                                 Hyperlink to evidence on
                                                        a website
                                                                            26
http://bit.ly/aP4M0P (View in Safari)
Refuting the NF negro intelligence argument
using argument mapping




http://bit.ly/aP4M0P (View in Safari)
Importing
   theoretically
grounded, practical
  Argumentation
 Schemes as visual
     templates




(Imported as XML files from prior work at
University of Dundee, demonstrating the
 power of collaborative, interdisciplinary,
 computational argumentation research)
                                              29
Refuting the NF negro intelligence argument
using argument mapping         http://bit.ly/aP4M0P (View in Safari)




                                                                       30
Refuting the NF negro intelligence argument
using argument mapping         http://bit.ly/aP4M0P (View in Safari)



                                     The structure of an “Argument from
                                            Bias” can be exposed..




                                                                          31
Refuting the NF negro intelligence argument
using argument mapping         http://bit.ly/aP4M0P (View in Safari)



                                     The structure of an “Argument from
                                            Bias” can be exposed..




                                                                          32
Refuting the NF negro intelligence argument
using argument mapping         http://bit.ly/aP4M0P (View in Safari)



                                     The structure of an “Argument from
                                            Bias” can be exposed..




                                     The structure of an “Argument from
                                         Analogy” can be exposed..        33
Template for an
       Argument from
         Analogy




      Instantiating the
      “Argument from
     Analogy” template




                                        34
http://bit.ly/aP4M0P (View in Safari)
Template for an
       Argument from
         Analogy




      Instantiating the
      “Argument from
     Analogy” template




                                        35
http://bit.ly/aP4M0P (View in Safari)
Template for an
       Argument from
         Analogy




      Instantiating the
      “Argument from
     Analogy” template




                                        36
http://bit.ly/aP4M0P (View in Safari)
Template for an
       Argument from
         Analogy




      Instantiating the
      “Argument from
     Analogy” template




                                        37
http://bit.ly/aP4M0P (View in Safari)
(in the talk I didn’t get time to
 show the web-based Cohere
  knowledge mapping tool –
        following slides)




                                    38
a prototype infrastructure for
collective intelligence/social learning




                http://cohere.open.ac.uk

Convergence of…
web annotation
social bookmarking
concept mapping
structured debate                          39
Structured deliberation and debate in which
Questions, Evidence and Connections are
first class entities (linkable, addressable, embeddable, contestable…)




                                                                     40
Structured deliberation and debate in which
Questions, Evidence and Connections are
first class entities (linkable, addressable, embeddable, contestable…)




                                                                     41
— web annotation of OER (Firefox extension)
Analyst-defined visual connection language




                                             43
Concept                Social
Network               Network




            Social
          Discourse
           Network
Structured deliberation and debate in which
Questions, Evidence and Connections are
first class entities (linkable, addressable, embeddable, contestable…)




                                                                     45
— discourse-centric analytics
                                                                       Does the learner compare his/her own
                                                                       ideas to that of peers, and if so, in
                                                                       what ways?




De Liddo, A., Buckingham Shum, S., Quinto, I., Bachler, M. and Cannavacciuolo, L.(2011). Discourse-Centric
Learning Analytics. Proc. 1st Int. Conf. Learning Analytics & Knowledge. Feb. 27-Mar 1, 2011, Banff
— discourse-centric analytics

                                                                          Does the learner act as a broker,
                                                                          connecting the ideas of his/her
                                                                          peers, and if so, in what ways?




De Liddo, A., Buckingham Shum, S., Quinto, I., Bachler, M. and Cannavacciuolo, L.(2011). Discourse-Centric
Learning Analytics. Proc. 1st Int. Conf. Learning Analytics & Knowledge. Feb. 27-Mar 1, 2011, Banff
seeing the connections people make as
they annotate the web using Cohere


    Visualizing all the connections that a
         set of analysts have made
    — but unfiltered, this may not be very
                     helpful
— semantic filtering of connections
                                                                                            Visualizing multiple learners’
                                                                                              interpretations of global
                                                                                                  warming sources

                                                                                          Connections have been filtered
                                                                                               by a set of semantic
                                                                                            relationships grouped as
                                                                                                   Consistency




De Liddo, A. and Buckingham Shum, S. (2010). Cohere: A prototype for contested collective intelligence. In: ACM Computer Supported Cooperative Work
(CSCW 2010) - Workshop: Collective Intelligence In Organizations, February 6-10, 2010, Savannah, Georgia, USA. http://oro.open.ac.uk/19554
— web annotation for sensemaking
Structured deliberation and debate in which
                            Questions, Evidence and Connections are
                            first class entities (linkable, addressable, embeddable, contestable…)




http://www.youtube.com/watch?v=Fcn2ab9PYo4                                                       51
Virtual Ethnography: a solution to the
                               challenge of analysing online activity in situ

 CAQDA proprietary tools such as ATLAS.ti, NVivo, Transana, etc
 require raw data to be analyzed offline. This implies:


 •  ethical issues of permissions and privacy
 •  legal issues related to copyright regimes
 •  practical issues of cleaning and converting data to appropriate
    format
 •  issues of context: The analyst looses potentially useful hints
    to make sense of the content they analyze
 •  issues of fast obsolescence of data

De Liddo, Anna and Alevizou, Panagiota (2010). A method and tool to support the analysis and enhance the
understanding of peer--to--peer learning experiences. In: OpenED2010: Seventh Annual Open Education
Conference, 2-4 Nov 2010, Barcelona, Spain. http://oro.open.ac.uk/23392                                    52
§  Map of the main categories, sub categories, and the
    relationship between them.
§   Network of memos showing what people contributed to
    within the pink group and the nature of the contribution.
§  Icons represent main code sub-categories (purple lines
    overwrites participants names)
§  Coupled search of memos by code and semantic connection.
stepping back from
  the examples…


                     56
Where our tools fit… Given a wealth of
documents…




                                         57
Where our tools fit… Given a wealth of
documents, and tools to detect and render
potentially significant patterns…




                                            58
Where our tools fit… Given a wealth of
documents, and tools to detect and render
potentially significant patterns…




                                            59
Where our tools fit: making meaningful
connections between information elements…




                                            60
Where our tools fit: making meaningful
connections between interpretations


       interpretation




                        interpretation




                            interpretation

                                             interpretation
                                                              61
Where our tools fit: making meaningful
connections between interpretations


             interpretation




                              interpretation       interpretation
(a hunch – no
  grounding
 evidence yet)




                                  interpretation                                 interpretation

                                                                    interpretation
                                                                                                  62
Where our tools fit: making meaningful
connections between information elements


             interpretation


                                                   Is pre-requisite for



                              interpretation             interpretation
(a hunch – no
  grounding
 evidence yet)


                                         causes                    predicts


                                  interpretation                                       interpretation

                                                                          interpretation
                                                                                                        63
Where our tools fit: making meaningful
connections between information elements


             interpretation


                                                     Is pre-requisite for
                              prevents



                                interpretation             interpretation
(a hunch – no
  grounding         Is inconsistent with
 evidence yet)


                                           causes                    predicts
                                                                                         challenges

                                    interpretation                                       interpretation

                                                                            interpretation
                                                                                                          64
Where our tools fit: building the story that makes
sense of the evidence… i.e. plausible arguments

                                     Question


                   responds to
                                              motivates

        Answer
                                               Assumption

        supports                 challenges



        Supporting                                 Challenging
       Argument…
                                                   Argument…
                                                                 65
Where our tools fit: building the story that makes
sense of the evidence… i.e. plausible arguments

                                     Question


                   responds to
                                              motivates

        Answer
                                                 Hunch

        supports                 challenges



        Supporting                                    Challenging
       Argument…
                                                      Argument…
                                                                    66
Where our tools fit: building the story that makes
sense of the evidence… i.e. plausible arguments

                                     Question


                   responds to
                                         motivates

        Answer
                                              Data

        supports                 challenges



        Supporting                                   Challenging
       Argument…
                                                     Argument…
                                                                   67
“There is a new profession of trail blazers, those who find
delight in the task of establishing useful trails through the
enormous mass of the common record. The inheritance
from the master becomes, not only his additions to the
world's record, but for his disciples the entire scaffolding
by which they were erected.”


                                                                       66 years later…
                                              we now have those tools

http://www.theatlantic.com/magazine/archive/1945/07/as-we-may-think/3881
                                                                                         68
Articles, books, news, movies, software,
user/developer community…
http://projects.kmi.open.ac.uk/hyperdiscourse




  Compendium

    Institute




                                                69

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Research as Hypermedia Narrative

  • 1. Nuts & Bolts of Research Methods: Doctoral Training Conference The Open University, March 22nd 2011 Research as Hypermedia Narrative Simon Buckingham Shum Knowledge Media Institute Open University UK http://simon.buckinghamshum.net http://creativecommons.org/licenses/by-nc/2.0/uk 1
  • 2. 70-strong lab (Berrill top floor) near future (2-5 yrs) R&D for Open U and research partners — next generation internet, and tools for learning, sensemaking, collaboration and search
  • 3. make the invisible visible make the opaque permeable make the ephemeral persistent by using digital tools to craft narrative around ideas + documents + multimedia 3
  • 4. “We may some day click off arguments on a machine with the same assurance that we now enter sales on a cash register.” Vannevar Bush, 1945 http://www.theatlantic.com/magazine/archive/1945/07/as-we-may-think/3881 4
  • 6. http://www.theatlantic.com/magazine/archive/1945/07/as-we-may-think/3881 6 Possibly based on the work of Emanuel Goldberg: http://en.wikipedia.org/wiki/Emanuel_Goldberg
  • 7. “Wholly new forms of encyclopedias will appear, ready made with a mesh of associative trails running through them, ready to be dropped into the memex and there amplified.” http://www.theatlantic.com/magazine/archive/1945/07/as-we-may-think/3881 7
  • 8. “There is a new profession of trail blazers, those who find delight in the task of establishing useful trails through the enormous mass of the common record. The inheritance from the master becomes, not only his additions to the world's record, but for his disciples the entire scaffolding by which they were erected.” http://www.theatlantic.com/magazine/archive/1945/07/as-we-may-think/3881 8
  • 9. A simple but powerful concept Hypertext: coherent trails and webs Ideas, Discussions, Theories, Evidence, Arguments, Concepts, Data, Documents, Group Processes… …all can rendered as networks of nodes in meaningful relationships 9
  • 10. Compendium software (open source) visual hypermedia for managing the connections between ideas flexibly http://compendium.open.ac.uk Buckingham Shum, S., Selvin, A., Sierhuis, M., Conklin, J., Haley, C. and Nuseibeh, B. (2006). Hypermedia Support for Argumentation-Based Rationale: 15 Years on from gIBIS and QOC. In: Rationale Management in Software Engineering 10 (Eds.) A.H. Dutoit, R. McCall, I. Mistrik, and B. Paech. Springer-Verlag: Berlin. http://oro.open.ac.uk/3032
  • 11. Compendium software (open source) visual hypermedia for managing the connections between ideas flexibly http://compendium.open.ac.uk Buckingham Shum, S., Selvin, A., Sierhuis, M., Conklin, J., Haley, C. and Nuseibeh, B. (2006). Hypermedia Support for Argumentation-Based Rationale: 15 Years on from gIBIS and QOC. In: Rationale Management in Software Engineering 11 (Eds.) A.H. Dutoit, R. McCall, I. Mistrik, and B. Paech. Springer-Verlag: Berlin. http://oro.open.ac.uk/3032
  • 12. e-Dance Project: Choreography practice as research, & the transformative role of digital media e-Dance Project — in collab. with: Helen Bailey (Univ. Bedfordshire) Sita Popat (Univ. Leeds) Martin Turner (Univ. Manchester) 12
  • 13. e-Dance Project: Choreography practice as research, & the transformative role of digital media 13
  • 14. This theatre, Nov. 2008… 14
  • 15. e-Dance Project: Choreography practice as research, & the transformative role of digital media 15
  • 16. Multimedia presentations for a multimedia discipline http://projects.kmi.open.ac.uk/e-dance/2009/09/14/choreographic-video-annotation http://podcast.open.ac.uk/oulearn/computing-and-ict/podcast-e-dance (Start: 2.15) 16
  • 17. Browsing the replay of a meeting by time, speaker and type of contribution (CoAKTinG/NASA field trials) Copyright, 2004, RIACS/ NASA Ames, Open University, Southampton University Not to be used without permission RIACS/NASA Ames Research Center Mobile Agents Project Maarten Sierhuis KMi Open University CoAKTinG Project Simon Buckingham-Shum & Al Selvin Southampton University CoAKTinG Project Kevin Page Danius Michaelides Dave De Roure Nigel Shadbolt http://kmi.open.ac.uk/projects/coakting/nasa 17
  • 18. If you’d been my PhD student online, then we’d be recording supervisions in Compendium… (thanks Jack Park!) e-PhD workshop: http://kmi.open.ac.uk/projects/e-phd/UKGRAD/OU-wkshp-Feb05.html 18
  • 19. Visualizing therapeutic group dynamics Which behaviours do two patients share? Tags shared in common are orange, tags from one patient in green http://people.kmi.open.ac.uk/sbs/2010/03/compendium-mapping-group-dynamics 19
  • 20. Replaying an election debate with sync’d map http://people.kmi.open.ac.uk/sbs/2010/04/debate-replay-with-map 20
  • 21. Mapping your PhD as a hypermedia network of ideas + documents + multimedia (Al Selvin, KMi) 21 http://knowledgeart.blogspot.com/2011/02/using-compendium-for-research.html
  • 22. Using Compendium to visualize and challenge racist argumentation on the Net Buckingham Shum, S. (2007). Undermining Mimetic Contagion on the Net: Argumentation Tools as Critical Voices. COV&R 2007: Colloquium on Violence & Religion, Amsterdam Vrije Universiteit July, 4-8 2007 http://www.bezinningscentrum.nl/teksten/girard/c/c2007_Buckingham-Shum_Simon_abstract.htm http://www.slideshare.net/sbs/undermining-mimetic-contagion-on-the-net-argumentation-tools-as-critical-voices Interactive Web Maps: http://bit.ly/aP4M0P (View in Safari)
  • 23. Example: a scientific argument on National Front website We argue, for example, thatWest Indian and other Negroes will never fit in, as multiracialists claim, to become equal and integrated members of a predominantly White society. This is because they are inherently unfitted to do so intellectually, and are thus condemned to exist in White society as a permanent underclass, confined to the lower social strata and, not unnaturally, bitterly resentful of the alien society in which they are thus trapped. This resentment will inevitably explode into violence, rioting and crime. 23
  • 24. Example: a scientific argument on National Front website What are the facts? Over almost seventy years, in study after study, conducted by scientists and educationalists in numerous countries, studies conducted by such bastions of racial rationalism as the Inner London Education Authority, the US Army, and Harvard and on every measure of intellectual Oxford Universities, ability and educational attainment Blacks perform significantly worse, on average, than Whites. In the case of average IQ, for example, the average Negro figure is only 85% of the White average. In fact the higher the proportion of White genes the higher the intelligence: a pure-bred Negro fresh out of Africa scores nearer 70%. Readers can consult Race by Dr. John R. Baker, former Reader in Cytology at Oxford University, published by the Oxford University Press, or The Testing of Negro Intelligence, an exhaustive review of hundreds of studies demonstrating racial differences in intellectual ability by Dr. Audrey M. Shuey, and of course there is The Bell Curve by Herrnstein and Murray. 24
  • 26. Refuting the NF negro intelligence argument using argument mapping http://bit.ly/aP4M0P (View in Safari) Red link= challenges Green link= supports Hyperlink to evidence on a website 26
  • 28. Refuting the NF negro intelligence argument using argument mapping http://bit.ly/aP4M0P (View in Safari)
  • 29. Importing theoretically grounded, practical Argumentation Schemes as visual templates (Imported as XML files from prior work at University of Dundee, demonstrating the power of collaborative, interdisciplinary, computational argumentation research) 29
  • 30. Refuting the NF negro intelligence argument using argument mapping http://bit.ly/aP4M0P (View in Safari) 30
  • 31. Refuting the NF negro intelligence argument using argument mapping http://bit.ly/aP4M0P (View in Safari) The structure of an “Argument from Bias” can be exposed.. 31
  • 32. Refuting the NF negro intelligence argument using argument mapping http://bit.ly/aP4M0P (View in Safari) The structure of an “Argument from Bias” can be exposed.. 32
  • 33. Refuting the NF negro intelligence argument using argument mapping http://bit.ly/aP4M0P (View in Safari) The structure of an “Argument from Bias” can be exposed.. The structure of an “Argument from Analogy” can be exposed.. 33
  • 34. Template for an Argument from Analogy Instantiating the “Argument from Analogy” template 34 http://bit.ly/aP4M0P (View in Safari)
  • 35. Template for an Argument from Analogy Instantiating the “Argument from Analogy” template 35 http://bit.ly/aP4M0P (View in Safari)
  • 36. Template for an Argument from Analogy Instantiating the “Argument from Analogy” template 36 http://bit.ly/aP4M0P (View in Safari)
  • 37. Template for an Argument from Analogy Instantiating the “Argument from Analogy” template 37 http://bit.ly/aP4M0P (View in Safari)
  • 38. (in the talk I didn’t get time to show the web-based Cohere knowledge mapping tool – following slides) 38
  • 39. a prototype infrastructure for collective intelligence/social learning http://cohere.open.ac.uk Convergence of… web annotation social bookmarking concept mapping structured debate 39
  • 40. Structured deliberation and debate in which Questions, Evidence and Connections are first class entities (linkable, addressable, embeddable, contestable…) 40
  • 41. Structured deliberation and debate in which Questions, Evidence and Connections are first class entities (linkable, addressable, embeddable, contestable…) 41
  • 42. — web annotation of OER (Firefox extension)
  • 44. Concept Social Network Network Social Discourse Network
  • 45. Structured deliberation and debate in which Questions, Evidence and Connections are first class entities (linkable, addressable, embeddable, contestable…) 45
  • 46. — discourse-centric analytics Does the learner compare his/her own ideas to that of peers, and if so, in what ways? De Liddo, A., Buckingham Shum, S., Quinto, I., Bachler, M. and Cannavacciuolo, L.(2011). Discourse-Centric Learning Analytics. Proc. 1st Int. Conf. Learning Analytics & Knowledge. Feb. 27-Mar 1, 2011, Banff
  • 47. — discourse-centric analytics Does the learner act as a broker, connecting the ideas of his/her peers, and if so, in what ways? De Liddo, A., Buckingham Shum, S., Quinto, I., Bachler, M. and Cannavacciuolo, L.(2011). Discourse-Centric Learning Analytics. Proc. 1st Int. Conf. Learning Analytics & Knowledge. Feb. 27-Mar 1, 2011, Banff
  • 48. seeing the connections people make as they annotate the web using Cohere Visualizing all the connections that a set of analysts have made — but unfiltered, this may not be very helpful
  • 49. — semantic filtering of connections Visualizing multiple learners’ interpretations of global warming sources Connections have been filtered by a set of semantic relationships grouped as Consistency De Liddo, A. and Buckingham Shum, S. (2010). Cohere: A prototype for contested collective intelligence. In: ACM Computer Supported Cooperative Work (CSCW 2010) - Workshop: Collective Intelligence In Organizations, February 6-10, 2010, Savannah, Georgia, USA. http://oro.open.ac.uk/19554
  • 50. — web annotation for sensemaking
  • 51. Structured deliberation and debate in which Questions, Evidence and Connections are first class entities (linkable, addressable, embeddable, contestable…) http://www.youtube.com/watch?v=Fcn2ab9PYo4 51
  • 52. Virtual Ethnography: a solution to the challenge of analysing online activity in situ CAQDA proprietary tools such as ATLAS.ti, NVivo, Transana, etc require raw data to be analyzed offline. This implies: •  ethical issues of permissions and privacy •  legal issues related to copyright regimes •  practical issues of cleaning and converting data to appropriate format •  issues of context: The analyst looses potentially useful hints to make sense of the content they analyze •  issues of fast obsolescence of data De Liddo, Anna and Alevizou, Panagiota (2010). A method and tool to support the analysis and enhance the understanding of peer--to--peer learning experiences. In: OpenED2010: Seventh Annual Open Education Conference, 2-4 Nov 2010, Barcelona, Spain. http://oro.open.ac.uk/23392 52
  • 53. §  Map of the main categories, sub categories, and the relationship between them.
  • 54. §  Network of memos showing what people contributed to within the pink group and the nature of the contribution. §  Icons represent main code sub-categories (purple lines overwrites participants names)
  • 55. §  Coupled search of memos by code and semantic connection.
  • 56. stepping back from the examples… 56
  • 57. Where our tools fit… Given a wealth of documents… 57
  • 58. Where our tools fit… Given a wealth of documents, and tools to detect and render potentially significant patterns… 58
  • 59. Where our tools fit… Given a wealth of documents, and tools to detect and render potentially significant patterns… 59
  • 60. Where our tools fit: making meaningful connections between information elements… 60
  • 61. Where our tools fit: making meaningful connections between interpretations interpretation interpretation interpretation interpretation 61
  • 62. Where our tools fit: making meaningful connections between interpretations interpretation interpretation interpretation (a hunch – no grounding evidence yet) interpretation interpretation interpretation 62
  • 63. Where our tools fit: making meaningful connections between information elements interpretation Is pre-requisite for interpretation interpretation (a hunch – no grounding evidence yet) causes predicts interpretation interpretation interpretation 63
  • 64. Where our tools fit: making meaningful connections between information elements interpretation Is pre-requisite for prevents interpretation interpretation (a hunch – no grounding Is inconsistent with evidence yet) causes predicts challenges interpretation interpretation interpretation 64
  • 65. Where our tools fit: building the story that makes sense of the evidence… i.e. plausible arguments Question responds to motivates Answer Assumption supports challenges Supporting Challenging Argument… Argument… 65
  • 66. Where our tools fit: building the story that makes sense of the evidence… i.e. plausible arguments Question responds to motivates Answer Hunch supports challenges Supporting Challenging Argument… Argument… 66
  • 67. Where our tools fit: building the story that makes sense of the evidence… i.e. plausible arguments Question responds to motivates Answer Data supports challenges Supporting Challenging Argument… Argument… 67
  • 68. “There is a new profession of trail blazers, those who find delight in the task of establishing useful trails through the enormous mass of the common record. The inheritance from the master becomes, not only his additions to the world's record, but for his disciples the entire scaffolding by which they were erected.” 66 years later… we now have those tools http://www.theatlantic.com/magazine/archive/1945/07/as-we-may-think/3881 68
  • 69. Articles, books, news, movies, software, user/developer community… http://projects.kmi.open.ac.uk/hyperdiscourse Compendium
 Institute 69