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Computation of Things
… the next-generation prediction engine …
Justyna Zander, Dr.
Pieter Mosterman, Prof. Dr.
2010Copyrights reserved.
1 <why>1 <why>Computation of Things
… the next-generation prediction engine …
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Started withStarted with the Sustainability Science
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Changing Disaster Patterns
Weather-related disasters doubled over the past 2 decades Increase small- and medium-scale disasters More uncertainties, more impact
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Source: CRED 2008 Report
Happiness Net by Country
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Happiness Net by Country
Iceland 94 %Iceland 94 %USA 84 %Bulgaria -24 %
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Social Network Influence on Happiness
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YOUYOU
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CitizenCitizen
Science
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Personalized
Human-centeredHuman-centered
Computation11
2 <what>2 <what>Computation of Things
… the next-generation prediction engine …
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Computation of Things – Mission and Vision
Mission: increase sustainable wellbeing and happiness
Vision: increase the awareness in any possible aspect of life based on:
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Computation of Things – Mission and Vision
Mission: increase sustainable wellbeing and happiness
Vision: increase the awareness in any possible aspect of life based on:
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Computation of Things – Mission and Vision
Mission: increase sustainable wellbeing and happiness
Vision: increase the awareness in any possible aspect of life based on:
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Computation of Things – Mission and Vision
Mission: increase sustainable wellbeing and happiness
Vision: increase the awareness in any possible aspect of life based on:
Common Computation FrameworkFramework
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From Internet of Things to Computation of Things
Wisdom
Knowledge
InformationInformation
Data
Internet of Things
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Things
From Internet of Things to Computation of Things
Forecasting
Wisdom
Forecasting
Wisdom
Knowledge
Information
Knowledge
InformationInformation
Data
Information
Data
Internet of Things
Computation of Things
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Things of Things (CoTh)
CoTh – a Future Personalized Virtual Advisor
Participatory Sensing (HLoop)
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CoTh – a Future Personalized Virtual Advisor
CoTh
Participatory Sensing (HLoop)
User
CoThIntelligent Modeling
and Simulation for Sustainability
Physical Systems,
Infrastructure, etcGeolocation,
Patterns,
Assessment criteria,
User InterfaceANALYSIS: Forecast and Prediction
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CoTh – a Future Personalized Virtual Advisor
CoTh
Participatory Sensing (HLoop)
User
CoThIntelligent Modeling
and Simulation for Sustainability
Physical Systems,
Infrastructure, etcGeolocation,
Patterns,
Assessment criteria,
User InterfaceANALYSIS: Forecast and Prediction
SYNTHESIS: Decision‐makingSYNTHESIS: Decision making
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CoTh – a Future Personalized Virtual Advisor
CoTh
Participatory Sensing (HLoop)
User
CoThIntelligent Modeling
and Simulation for Sustainability
Physical Systems,
Infrastructure, etcGeolocation,
Patterns,
Assessment criteria,
User InterfaceANALYSIS: Forecast and Prediction
SYNTHESIS: Decision‐making? SYNTHESIS: Decision making?24
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3 <how>3 <how>Computation of Things
… the next-generation prediction engine …
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Imagine rigorously validating
6.8 billion models!
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CoTh EngineModels
Physical model
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CoTh EngineModelsAssumptionsAssumptions
Theoretical modelPhysical model
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CoTh EngineModelsAssumptionsAssumptions
Theoretical modelPhysical model
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CoTh EngineModelsAssumptionsA i tiAssumptionsApproximations
Theoretical modelPhysical model
computational
Computational model
pmodel
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CoTh EngineModelsAssumptionsA i tiAssumptionsApproximationsCorrectness
Theoretical modelPhysical model
computational
Computational model
pmodel
Numerical integrationSolver modelSolver model
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CoTh EngineModelsAssumptionsA i tiAssumptionsApproximationsCorrectness
Theoretical modelPhysical model
computational
Computational model
pmodel
Numerical integrationSolver modelSolver model
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4 <process>4 <process>Get
A t D id T faware-ness
Accept Decide Transform
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Decide Wisely
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Decide Wisely
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Acknowledgements
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[email protected]://msdl.cs.mcgill.ca/people/mosterman/
[email protected]://sites.google.com/site/justynazander
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