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Geovisualization for Constructing and Sharing
Concepts
Alan M. MacEachren, Mark Gahegan, & Bill Pike
GeoVISTA CenterGeography, Penn [email protected]
www.geovista.psu.edu
This work is supported by NSF (BCS-9978052, BCS-0113030, BCS-0219025) and the U.S.
Geological Survey
Outline
introduction background
HERO (human-environment regional observatory)
concepts and their visual representation
HERO geocollaboratory visually-enabled concept building
& sharing discussion: where next
www.geovista.psu.edu
Introduction scientific knowledge
science is dynamic scientific concepts change and evolve concepts are situated … in place, in time, in
tasks, in knowledge schemata, in paradigms …thus, static concepts (and ontologies and
knowledge maps) will produce static science we need methods to support dynamic and
situated concept development, sharing, and application
… our approach: visual representation, thinking, and collaboration methods
Background: HERO (human-environment regional
observatory)
conceptual and technological infrastructure to support long-term study of local implications of global environmental change
one goal support for defining and applying concepts
prototypical conceptvulnerability as a flexible
concept
Adaptive Capacity
Exposure
Sensitivity
Vulnerability
Assessment method
Vulnerability
Sensitivity C
Sensitivity B
Sensitivity A
Sensitivity A
Sensitivity C
Vulnerability
Vulnerability
Background: concepts and their visual
representation/exploration information visualization
representing and exploring hierarchies
depicting categorical information diagrammatic reasoning
visual languages for group learning spatial annotation for shared
decisions spatialization exploratory geovisualization
representing/exploring concepts: InfoVis
representing and exploring hierarchies
string theory landscape
source: Chen and Kuljis, 2003
job vacancies by region
source: Fluit, Sabou, van Harmelen, 2002
representing/exploring concepts: diagrams
visual languages for group learning
inputtexta b c
drawing
Belvedere – Suthers, 1999
conceptsprinciple
theory
hypothesisclaim
report
unspecified
relationssupports
explains
and
conflicts
justifies
undercuts
visual languages for group learning
spatial annotationfor shared decisions
inputtexta b c
drawing
Belvedere – Suthers, 1999
conceptsprinciple
theory
hypothesisclaim
report
unspecified
relationssupports
explains
and
conflicts
justifies
undercuts
Argumentation maps: GIS-based
discussion support for online planning
Rinner, 2001
representing/exploring concepts: diagrams
representing/exploring concepts: spatialization
source: Fabrikant & Skupin, in press
representing/exploring concepts: geovisualization
link graph … dynamically linked to … mapClearfieldClearfield ClearfieldClearfield
HERO geocollaboratory
collaboratory overview electronic notebook/knowledge
portal
HERO: geocollaboratory
a collaboratory is a: “... center without walls, in which the nation’s researchers can perform research without regard to geographical location – interacting with colleagues, accessing instrumentation, sharing data and computational resources, and accessing infor-mation from digital libraries” Cerf, et. al, NRC, 1993
HERO: collaboratory
supporting both synchronous and asynchronous joint work
HERO: collaboratorye-notebook
HERO: collaboratory
what does a geographic e-notebook look like?
HERO: elements in knowledge portal
Tools• GeoVISTA Studio applets• Web services
Files• Data• Images• Articles
Tasks• Experiment storyboards• Workflow diagrams
People• Individual scientists • Research groups• Domain communities
Concepts• Hypotheses• Categories
Visually-enabled concept building, sharing, and
application concepts to data and back
again visualizing structure in
scientific discourse concept graphing & acquisition
concepts to data and back again
knowledge mgt for collaborative science
instantiation
conceptualization
representation
capture
comparison
• ontology description language• meta-ontologies• concept graphs
• web interface• diagramming tools
• concept similarity measures• workflow discovery• exploratory visualization
concepts to data and back again
what concepts do we already have?
concepts to data and back againwhat concepts will be in the data?
concepts to data and back again
g
b
h
a fc e
ontological conceptualization
exploration of data to be analyzed
visual program of analysis sequence
resulting map overlay
operationalized concepts
d
visualizing structure in discourse
visualizing structure in discourse
Delphi discourse structure – concept development
visualizing structure in discourse
demographics
governance
development
climate trendsclimate trends
Delphi discourse structure – semantic network
concept graphing
interface to knowledge management
ontologiescreate from
scratchfrom
existing ontologies
editbrowse
HERO: knowledge portal
CODEX: a prototype knowledge management
system
Discussion
formalizing this approach extend concept visualization visual support for group
thinking empirical validation and
extension through the HERO living laboratory
challenges for collaborative science infrastructure
supporting situated work practices
overcoming resistance to introspection
relaxing domain constraints