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Published byStuart Fowler Modified over 9 years ago
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GeoTemporal Informatics: A look at a piece of the puzzle Arie Croitoru The University of Alberta Dept. of Earth and Atmospheric Sciences
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What is “solved”? Data collection and access – Spatial data, event logs Data storage/management Understanding the importance of spatiotemporal dynamics 2NSF GeoInformatics workshop
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What is almost solved? Spatial/Temporal relations Trajectory modeling/analysis/mining Spatial/Temporal granularity Event detection and conceptualization 3NSF GeoInformatics workshop
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What has (failed)? Dealing with large amounts of data Modeling complex spatiotemporal behaviors Deriving processes Multi-scale approaches not yet succeeded? 4NSF GeoInformatics workshop
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What is missing? Scalability Spatiotemporal process mining “Making sense” of human observations 5NSF GeoInformatics workshop
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What is next? Describing, mining, and sharing processes Space-time causality Hierarchy-based approaches Beyond the mash-up: Location-based mass collaboration systems 6NSF GeoInformatics workshop
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