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The Collaborative Semantic Grid
David De RoureUniversity of Southampton, [email protected]
http://www.soton.ac.uk/~dder
http://www.semanticgrid.org
November 2005 SNAC 2
Semantics in and on the Grid
The Semantic Grid is an extension of the current Grid in which information and services are given well-defined meaning, better enabling computers and peopleto work in cooperation
November 2005 SNAC 3
The Semantic Grid challenge
myGrid
Combechem
• Wish to reuse– Data– Services– Knowledge– Software– Practice
• Anticipated use• Unanticipated use
November 2005 SNAC 4
New ways of discovery: e-Science
• A large part of scientific discovery is now a joint human machine endeavour
• Distributed, collaborative community endeavour
• Virtual organizations include people
• With this will come new ways of accessing and understanding results
• We need new tools and methods to understand the knowledge landscape
November 2005 SNAC 5
Message
Using community to map knowledge
Using knowledge to map community
• e-Science is a distributed, collaborative community endeavour, i.e. virtual organizations
• We need to focus on both…
November 2005 SNAC 6
Grid
E-Scientists
Entire e-Science CycleEncompassing experimentation, analysis, publication, research, learning
Institutional Archive
LocalWebPublisher
Holdings
Digital Library
E-Scientists Graduate Students
Undergraduate Students
Virtual Learning Environment
E-Experimentation
E-Scientists
Technical Reports
Reprints
Peer-Reviewed Journal &
Conference Papers
Preprints & Metadata
Certified Experimental
Results & Analyses
Data, Metadata & Ontologies
November 2005 SNAC 7
www.smarttea.org
CombeChem Smart Tea
November 2005 SNAC 8
1 1 2 2 1 3 1 4
Sample of 4-flourinatedbiphenyl
Add CoolReflux
Butanone Sample ofK2CO3Powder
Weigh
grammes0.9031
Measure
40 ml
Add
Weigh
2.0719 g
text
3 5
Add
g
Sample ofBr11OCB
2 6
Reflux
2 7
Cool
Water
Measure
30 ml
9
Liquid-liquid
extraction
DCM
Measure
3 of 40 ml
10
Dry
MgSO4
11
Filter(Buchner)
12
RemoveSolvent
by RotaryEvaporation
13
Fuse
Silica
14
ColumnChromatography
Ether/PetrolRatio
Butanone dried via silica column andmeasured into 100ml RB flask.
Used 1ml extra solvent to wash outcontainer.
Started reflux at 13.30. (Had tochange heater stirrer) Only reflux
for 45min, next step 14:15.
Inorganics dissolve 2layers. Added brine
~20ml.
Organics are yellowsolution
Washed MgSO4 withDCM ~ 50ml
Measure
excess
Observation Types
weight - grammes
measure - ml, drops
annotate - text
temperature - K, °C
Key
Process
Input
Literal
Observation
Add CoolRefluxAddAdd Reflux Cool Dry Filter Remove
Solventby Rotary
Evaporation
Fuse ColumnChromatography
Dissolve 4-flourinatedbiphenyl inbutanone
Add K2CO3powder
Heat at refluxfor 1.5 hours
Cool and addBr11OCB
Heat atreflux untilcompletion
Cool and addwater (30ml)
Combine organics,dry over MgSO4 &filter
Removesolvent invacuo
Liquid-liquid
extraction
Extract withDCM(3x40ml)
Fuse compound to silica &column in ether/petrol
4 8
Add
Add
text
Annotate
Annotate
text
Weigh
Annotate
g
Annotate Annotate
text text
Future Questions
Whether to have many subclasses of processes or fewer with annotations
How to depict destructive processes
How to depict taking lots of samples
What is the observation/process boundary? e.g. MRI scan
1.5918
Combechem
30 January 2004gvh, hrm, gms
Ingredient List
Fluorinated biphenyl 0.9 gBr11OCB 1.59 gPotassium Carbonate 2.07 gButanone 40 ml
image
To
Do
Lis
tP
lan
Pro
ce
ss
Re
co
rd
November 2005 SNAC 9
CombeChem Semantic Datagrid• Existing datastores
linked by triplestores• Harvested data• 150 million triples
available, 84 million in store
• Chemists appreciate powerful queries and flexibility
• Metadata infrastructure is in place
• A social experiment! e.g. Chemists built ontology for units
November 2005 SNAC 10
BuddySpace
Compendium
I-X Process panels
Meeting Replay
BuddySpace
Compendium
I-X Process panels
Jabber Server
KMI, AIAI
November 2005 SNAC 11
NASA Scenario
Compendium maps from trained compendium astronaut
Remote Science Team (RST) on earth e.g. geologistsVideo and
Science Data
2. Virtual meeting of RSTusing CoAKTinG tools
Plan for nextDay’s EVA
1. Astronauts debrief on EVA
Mars
November 2005 SNAC 12Images from NASA
November 2005 SNAC 13
Meeting Replay tool for Earth scientists, synchronising video of Mars crew’s discussion with their Compendium maps
Copyright, 2004, RIACS/NASA Ames, Open University, Southampton UniversityNot to be used without permission
RIACS/NASA Ames Research CenterMobile Agents ProjectMaarten Sierhuis
KMi Open UniversityCoAKTinG ProjectSimon Buckingham-Shum & Al Selvin
Southampton UniversityCoAKTinG ProjectKevin PageDanius MichaelidesDave De RoureNigel Shadbolt
November 2005 SNAC 14
The CS AKTive Space:International Semantic Web Challenge Winner
• 24/7 update of content• Content continually
harvested and acquired against community agreed ontology
• Easy access to information gestalts - who, what, where
• Hot spots– Institutions– Individuals– Topics
• Dynamic Communities of Practice…
• Impact of research– citation services etc– funding levels – Changes and deltas
November 2005 SNAC 15
AKT Community of Practice Tool• Based on the AKT
reference ontology
• Integrates a range of information from different sources – mediated via the ontology
• Can see the CoP change through time
• Can have CoPs of people, projects – any object in the ontology NB FOAF
November 2005 SNAC 16
Summary
• e-Science is a distributed collaborative community endeavour– Community maps knowledge– Knowledge maps community
• Semantic Web technologies facilitate both– Social networks for virtual organizations
• Cyberinfrastructure environments need tools to study and support communities of practice