predictive analytics for cities
TRANSCRIPT
Source: http://instagram.com/p/RY57HLNzpI/
Source: http://instagram.com/p/RY57HLNzpI/
Reactive to predictive
atlas.media.mit.edu
atlas.media.mit.edu
Predictability, therefore, hints towards the existence of natural laws that might not yet have been able to characterize or discover.
-- Cesar Hidalgo
Source: http://gothamist.com/2009/01/30/maple_syrup_smell_moves_around.php
asthmapolis.com
sfpark.org
Capacity planningEmergency vehicle deployment
Traffic flowWeather
Budget analysisCrime prevention
Educationetc
Some examples from the Internet
ads
fraud
security
security
privacy
privacy
authentication & authorization
GTFS
2005
2012
GTFS
GTFS
GTFS
GTFSGTFS
? ??
GTFS
“pulling” standardization
TRUST
TRUST
BureaucracyRegulation
Friction
TRUST
BureaucracyRegulation
Friction
TransparencyAccountability
Innovation