Lightning Talk: PIVOT: An Open Community Platform for Sharing Vehicle Telem...
summary
NSF-funded PIVOT builds an open repository, tools and services to collect, curate and share vehicle telematics including 2.5 million vehicles aggregated telematics from Geotab, curated external datasets, a volunteer "spindle" program and crowd-sourced CAN loggers for passenger cars and heavy trucks. The platform is hosted and mirrored (Memphis/Colorado), budgets $1.8M over three years, exposes privacy knobs, IRB support, dataset access APIs and analysis tooling so researchers can download, process and evaluate real-world vehicle traces.
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chapters (12)
- 0:00PIVOT project intro
- 1:51Why collect in-vehicle data
- 3:37Vehicle telematics applications
- 5:46Project partners and funding
- 7:12PIVOT platform pillars
- 8:15PIVOT platform security
- 10:02Data services and privacy
- 10:43Three data set categories
- 12:11Community data sets and CAN loggers
- 13:55Spindle program example data
- 14:37Community outreach benefits
- 15:39How to engage with PIVOT
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