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1 © Simon Buckingham Shum Hypermedia Discourse & Human- Agent Knowledge Cartography Simon Buckingham Shum Knowledge Media Institute & Computing Research Centre The Open University, Milton Keynes, UK www.kmi.open.ac.uk/people/sbs [email protected] NASA-Ontolog-KMWG OKMDS mini-series Session-06 - Thu 17-April-2008 http://ontolog.cim3.net/cgi-bin/wiki.pl?ConferenceCall_2008_04_17

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Page 1: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

1© Simon Buckingham Shum

Hypermedia Discourse & Human-Agent Knowledge Cartography

Simon Buckingham Shum

Knowledge Media Institute & Computing Research CentreThe Open University, Milton Keynes, UK

www.kmi.open.ac.uk/people/[email protected]

NASA-Ontolog-KMWG OKMDS mini-seriesSession-06 - Thu 17-April-2008http://ontolog.cim3.net/cgi-bin/wiki.pl?ConferenceCall_2008_04_17

Page 2: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

2© Simon Buckingham Shum

Hypermedia

Discourse

Page 3: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

3© Simon Buckingham Shum

Hypermedia!Modelling discourse relations

!Expressing di!erent perspectives on a conceptual space

!Supporting the incremental formalization of ideas

!Rendering structural visualizations

!Connecting heterogeneous content

Page 4: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

4© Simon Buckingham Shum

Discourse!Verbal and written workplace communication

!Discourse communities: “making and taking perspectives”

!Dialogue

!Argumentation

!Claim making

!Analytical narrative

!Meetings

Page 5: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

5© Simon Buckingham Shum

Notation(s)

IntuitiveUser Interface

ComputationalServices

Literacy/Fluency

DiscourseOntology

Hypermedia Discourse research

Page 6: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

6© Simon Buckingham Shum

CompendiumCompendium

•• personal or grouppersonal or group

concept mappingconcept mapping

•• real time meetingreal time meeting

capturecapture

•• participatory modellingparticipatory modelling

•• discourse as semanticdiscourse as semantic

hypertexthypertext

Page 7: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

7© Simon Buckingham Shum

Discourse grounded in Horst Rittel’s IBIS:Issue-Based Information System

Page 8: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

8© Simon Buckingham Shum

Compendium: hypertext discoursemapping/conceptual modelling

Page 9: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

9© Simon Buckingham Shum

Compendium: hypertext discoursemapping/conceptual modelling

Page 10: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

10© Simon Buckingham Shum

Compendium: Descendent of gIBIS

Page 11: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

11© Simon Buckingham Shum

Modelling using Issue-templates

Page 12: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

12© Simon Buckingham Shum

Modelling organisational processes inCompendium using a Template

Page 13: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

13© Simon Buckingham Shum

Completing a Compendium template

Page 14: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

14© Simon Buckingham Shum

GeneratingCustomDocuments andDiagrams fromCompendiumTemplates

Build

Assignable

Inventory

Assignable

Inventory

Deviations/

Changes

(Engr Sched)

Approvals

Integrated/

Revised

Requirements

Field

Specific

Assignments

/Assignment

List

Installation

Details/

Specs/NDO

Assignable

Inventory

Notice (E1)

Page 15: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

15© Simon Buckingham Shum

Structure management in Compendium

! Associative linkingnodes in a shared context connected by graphical Map links

! Categorical membershipnodes in di!erent contexts connected by common attributes via metadata Tags

! Hypertextual Transclusionreuse of the same node in di!erent views

! Templatesreuse of the same structure in di!erent views

! HTML, XML and RDF data exports for interoperability

! Java and SQL interfaces to add services

Page 16: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

16© Simon Buckingham Shum

Using Compendium for personnelrecovery planning

Example of Conversational Modelling:real time dialogue mapping combined with model driven

templates (AI+IA)

Co-OPR Project (with Austin Tate):http://www.aiai.ed.ac.uk/project/co-opr

Page 17: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

17© Simon Buckingham Shum

Mission Briefing: Intent template

Answers to template issuesprovided in the JTFC Briefing.Answers may be constrained

by predefined options, asspecified in the XML schema

Page 18: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

18© Simon Buckingham Shum

Capturing political deliberation/rationale

Dialogue Mapcapturing the

planners’discussion of this

option

Page 19: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

19© Simon Buckingham Shum

Planning Engine input to Compendium

Issues on which theI-X planning engineprovided candidateOptions

Page 20: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

20© Simon Buckingham Shum

Modelling a document corpus:The Iraq Debate

http://kmi.open.ac.uk/projects/compendium/iraq

Page 21: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

21© Simon Buckingham Shum

Annotating a document corpus:Chomsky’s article in the Iraq Debate

http://kmi.open.ac.uk/projects/compendium/iraq

Page 22: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

22© Simon Buckingham Shum

Large scale NASA e-science field trials:

Interoperability with other databases, softwareagents and collaboration tools

www.kmi.open.ac.uk/projects/coakting/nasa

Clancey, W.J., Sierhuis, M., Alena, R., Berrios, D., Dowding, J., Graham, J.S., Tyree, K.S., Hirsh, R.L., Garry, W.B.,Semple, A., Buckingham Shum, S.J., Shadbolt, N. and Rupert, S. (2005). “Automating CapCom Using MobileAgents and Robotic Assistants.” 1st Space Exploration Conference, American Institute of Aeronautics andAstronautics, 31 Jan-1 Feb, 2005, Orlando, FL. Available from: AIAA Meeting Papers on Disc [CD-ROM]: Reston,VA, and as Advanced Knowledge Technologies ePrint 375: http://eprints.aktors.org/375

Page 23: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

23© Simon Buckingham Shum Image Credits--- Mars: NASA/JPL/MSSS; Earth: NASA/JSC; Composite: MSSS

Page 24: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

24© Simon Buckingham Shum

NASA e-science field trials (2004 and 2005)

Distributed Mars-Earth planning and data analysis toolsfor Mars Habitat field trial in Utah desert, supported from US+UK

www.kmi.open.ac.uk/projects/coakting/nasa

Page 25: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

25© Simon Buckingham Shum

NASA Mobile Agents Architecture

Page 26: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

26© Simon Buckingham Shum

Collaboration Configuration

Scientist(Mars)

Scientist(Earth)

Scientist(Earth)

Scientist(Mars)

Scientist(Earth)

Software AgentArchitecture

(Mars)

Compendium used as a collaboration medium at all intersections:humans+agents, reading+writing maps

RST-telecon-2005-04-11.i.avi00:49:08

Page 27: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

27© Simon Buckingham Shum

NASA testbed:Compendium activity plans for surface exploration, constructed byscientists on ‘Earth’, interpreted by software agents on ‘Mars’

The Compendium nodes and relationships in this plan were interpreted by Brahms software agents for monitoring

and coordinating astronaut and robot activity during surface explorations.

Copyright, 2004,RIACS/NASA Ames, OpenUniversity, SouthamptonUniversityNot to be used withoutpermission

RST-telecon-2005-04-11.i.avi

1:11:57

Page 28: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

28© Simon Buckingham Shum

CoAKTinG NASA testbed:Compendium science data map, generated by software agents, forinterpretation by Mars+Earth scientists

The Compendium maps were autonomously created and populated with science data by Brahms software agents that use models of the

mission plan, work process, data flow and science data relationships to create the maps.

Copyright, 2004,RIACS/NASA Ames, OpenUniversity, SouthamptonUniversityNot to be used withoutpermission

Page 29: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

29© Simon Buckingham Shum

CoAKTinG NASA testbed:Compendium-based photo analysis by geologists on ‘Mars’

Copyright, 2004,RIACS/NASA Ames,Open University,SouthamptonUniversityNot to be usedwithout permission

Page 30: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

30© Simon Buckingham Shum

NASA testbed:Compendium scientific feedback map from Earth scientists toMars colleagues

Copyright, 2004,RIACS/NASA Ames,Open University,SouthamptonUniversityNot to be usedwithout permission

Page 31: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

31© Simon Buckingham Shum

Collaborative sensemaking in e-Science:Meeting Replay tool for Earth scientists, synchronisingvideo of Mars crew’s discussion as they annotate their mission plans

Copyright, 2004,RIACS/NASA Ames, OpenUniversity, SouthamptonUniversityNot to be used withoutpermission

NASA MR Clip: 00:50

Page 32: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

32© Simon Buckingham Shum

Memetic Meeting ReplayThe CoAKTinG project’s results are now mainstreamed in the AccessGrid by the JISC Memetic VRE project

Page 33: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

33© Simon Buckingham Shum

Memetic Meeting ReplayThe CoAKTinG project’s results are now mainstreamed in the AccessGrid by the JISC Memetic VRE project

Page 34: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

34© Simon Buckingham Shum

In Gutenberg’s shadow(or standing on his shoulders)

Philosophical Transactions ofthe Royal Society of LondonMarch 1665

Le Journal des SçavansJanuary 1665

Newspapers + Invisible Colleges = Scholarly Journals[Information Technology] + [Social Networks] = Knowledge Medium

Page 35: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

35© Simon Buckingham Shum

Jumping forward 343 years…

Buckingham Shum, S. (2007). Digital Research Discourse? Computational Thinking Seminar Series, School of Informatics,

University of Edinburgh, 25 Apr. 2007. http://kmi.open.ac.uk/projects/hyperdiscourse/docs/Simon-Edin-CompThink.pdf

Page 36: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

36© Simon Buckingham Shum

…digital paper!

2008… Ideas and arguments(=knowledge claims) are now digital…

Page 37: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

37© Simon Buckingham Shum

Paper: “The Scent of a Site: A System forAnalyzing and Predicting Information Scent,

Usage, and Usability of a Web Site”

“Web User Flow by

Information Scent

(WUFIS)”

Paper: “Informationforaging”

“Information

foraging

theory”

“Information scent

models”

“People try to maximise

their rate of gaining

information”

?

applies

Beyond document citations…

These annotations are freeform summariesof an idea, as one would find in researchers’

journals, fieldnotes, lit. review notes orblog entries

Addressable triple which can be contestede.g. supported/challenged

Method

Theory

Claim

Making formal connectionsbetween ideas creates a

semantic citation network —>novel literature navigation,querying and visualization

Page 38: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

38© Simon Buckingham Shum

Combining formal relations with theexpressive freedom of ‘folksonomies’Relational classes and dialects (KMi Scholarly Ontologies project)

Page 39: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

39© Simon Buckingham Shum

If we model concepts in a literature as conceptmaps… (KMi’s ClaiMapper, built on Compendium)

Page 40: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

40© Simon Buckingham Shum

“Semantic del.icio.us”: KMi’s ClaimSpotter assigning and linking freeform tags

Sereno, B., Buckingham Shum, S. and Motta, E. (2007). Formalization, User Strategy and Interaction Design: Users’ Behaviour with Discourse TaggingSemantics. Workshop on Social and Collaborative Construction of Structured Knowledge, 16th Int. World Wide Web Conference (WWW 2007), Banff, 8-12

May 2007. http://www2007.org/workshops/paper_30.pdf

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41© Simon Buckingham Shum

Visualising claims and arguments

claimfinder.open.ac.uk

When multipleanalysts annotate webdocuments via aserver, they cangenerate a sharedview of how they seethe field, and wherethey agree/disagree

Page 42: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

42© Simon Buckingham Shum

“Semantic Google Scholar” KMi’s ClaimFinder

Page 43: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

43© Simon Buckingham Shum

Lineage tree (the roots of a concept)

Page 44: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

44© Simon Buckingham Shum

Adding Web 2.0 functionality to anopen platform for mapping conceptsand arguments

Cohere: http://cohereweb.net

<demo>

Page 45: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

45© Simon Buckingham Shum

Cohere: creating a new Idea for Google’s“Knol”, linked to a website

Page 46: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

46© Simon Buckingham Shum

Cohere: embedding an Idea in a blog

Page 47: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

47© Simon Buckingham Shum

Cohere: raising issues about Google’s“Knol” Idea

Page 48: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

48© Simon Buckingham Shum

Cohere: from tag clouds to idea webs

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49© Simon Buckingham Shum

Cohere: all incoming and outgoing linksfrom a focal Idea

Page 50: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

50© Simon Buckingham Shum

Cohere: extensible connectionlanguage doesn’t lock usersinto one ontology

Page 51: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

51© Simon Buckingham Shum

Cohere: Argument from Expert Opinionwith Critical Questions

Page 52: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

52© Simon Buckingham Shum

Cohere: semantically filtering a focal Ideaby “contrasting” connections

Page 53: Hypermedia Discourse & Human- Agent Knowledge …ontolog.cim3.net/file/work/OKMDS/2008-04-17_Knowledge...2008/04/17  · © Simon Buckingham Shum 1 Hypermedia Discourse & Human-Agent

53© Simon Buckingham Shum

Cohere: a mashup visualization mergingdi!erent connections around a common Idea

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54© Simon Buckingham Shum

Cohere: homepage integrates People,Ideas and Connections

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55© Simon Buckingham Shum

Social Software vs Argumentation?

Social Software Argumentation Tools

social work

v. rapid highly reflective

v. low learning required

purpose

pace

entrythreshold

v. low semiformal / formalstructure

multimedia textualfocal

artifact

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56© Simon Buckingham Shum

Acknowledgements

Funding gratefullyFunding gratefully

acknowledged:acknowledged:

Scholarly Scholarly Ontologies Ontologies Project:Project:

Victoria UrenVictoria Uren

Gangmin Gangmin LiLi

Clara ManciniClara Mancini

Neil BennNeil Benn

Bertrand Bertrand SerenoSereno

John John DomingueDomingue

Enrico MottaEnrico Motta

Compendium Project:Compendium Project:

Al Al Selvin Selvin ((Verizon/Open Verizon/Open U.)U.)

Maarten Maarten Sierhuis Sierhuis (NASA)(NASA)

Jeff Conklin (Jeff Conklin (CogNexus CogNexus Inst.)Inst.)

Michelle Michelle Bachler Bachler (Open U.)(Open U.)

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57© Simon Buckingham Shum

Hypermedia Discourse project:community / theory / software / screencasts / case studies / user studies

www.kmi.open.ac.uk/projects/hyperdiscourse

Compendium Institute

www.CompendiumInstitute.org

Dialogue Mapping

www.cognexus.org

Visualizing Argumentation

www.VisualizingArgumentation.info

KnowledgeCartography