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Intelligent cities and data analyticsCrossing the chasm between imagination and tangible impact ,[object Object],Euro Beinat PhD,[object Object],University of Salzburg – Chair of Location and Context Awareness,[object Object],Chairman Currentcity Foundation,[object Object]
Smart 	Economy,[object Object],		Environment,[object Object],		Governance,[object Object],		Lifestyle,[object Object],		Transportation,[object Object],		Community,[object Object],Abi Research, Smart Cities, 2011 ,[object Object]
2010,[object Object],2,[object Object],billion internet users,[object Object],2020,[object Object],50,[object Object],billion connected devices,[object Object],Sources: The Economist, Aug 13th 2010,[object Object]
COLLECTIVE SENSING,[object Object]
What if we could extract meaningful intelligence from the millions of digital breadcrumbs that we - and the systems that enable our lifestyle – ,[object Object],continuously leave behind ?,[object Object],What if this could help us understand if we are making smarter decisions ? ,[object Object]
Pervasive Networks,[object Object],+,[object Object],Internet of Things,[object Object],+,[object Object],Social Networks,[object Object],+,[object Object],Big Data Methods,[object Object]
http://rigolett.home.xs4all.nl/ENGELS/index.htm,[object Object]
Source: Platform Lichthinder,[object Object]
1.8 euro beinat
1.8 euro beinat
http://www.flickr.com/photos/walkingsf/sets/72157624209158632/detail/,[object Object]
1.8 euro beinat
Source: TomTom Live Traffic, Sept 12, 10:20 am ,[object Object]
Amsterdam, 21 August 2010, 09:00pm, SAIL event. Source: Currentcity,[object Object]
How many people are at the event? Is it safe?,[object Object],Where do they come from? Where will they go next?,[object Object],What % of people use public transportation now? ,[object Object],How does this differ from a week/month/year ago?,[object Object],Do tourists visit only the city or also the region? ,[object Object],Are real-estate prices aligned with area potential? ,[object Object],Does energy use correspond to need? Where is the waste?,[object Object],….,[object Object]
UNDERSTAND,[object Object],SENSE,[object Object],CHANGE,[object Object],IMPLEMENT,[object Object]
currentcity.org – All rigths reserved,[object Object],World Trade Center,[object Object],Monday,[object Object],Tuesday,[object Object],Wednesday,[object Object],Thursday,[object Object],Friday,[object Object],Saturday,[object Object],Sunday,[object Object],00:00,[object Object],12:00,[object Object],06:00,[object Object],18:00,[object Object],Aggregated call intensity,[object Object]
Amsterdam,[object Object],15 April 2010,[object Object],11am,[object Object],A cluster of anomalies centered at Schiphol Airport Amsterdam.,[object Object],This is measured a few hours before the closure of Dutch Airspace,  consequence of Eyjafjallajokull ash cloud.,[object Object],Schiphol Airport Amsterdam,[object Object],currentcity.org – All rigths reserved,[object Object]
Detailed analysisAirport,[object Object],Source:  Iris Bannink, Theresa Dittlbacher, Max Schork and Philipp Lenz,[object Object]
Source: ANP Photo,[object Object]
Dam,[object Object],Museumplein,[object Object],Human Activity,[object Object],31/12-1/1,[object Object],NYE 2008,[object Object],31/12-1/1,[object Object],NYE 2009,[object Object],31/12-1/1,[object Object],NYE 2010,[object Object]
currentcity.org – All rigths reserved,[object Object]
Source: SAIL,[object Object]
Source: SAIL,[object Object]
≈ 64,000 people,[object Object],Saturday, 21 August, 2010 ,[object Object],Max Measured Density ,[object Object],± 1 person m2,[object Object],Safety limit,[object Object],4 persons m2,[object Object],currentcity.org – All rigths reserved,[object Object]
60,000 people,[object Object],< 25% of safety limit,[object Object],± 1,000 people every 15 minutes,[object Object],Saturday, 21 August, 2010 ,[object Object],currentcity.org – All rigths reserved,[object Object]
1.8 euro beinat
1.8 euro beinat
1.8 euro beinat
How about a day trip?,[object Object],14%,[object Object],of tourists explore the surroundings on day trips,[object Object],Most willing to take day trips:,[object Object],[object Object]
FrenchLeast willing to take day trips:,[object Object],[object Object]
Danishcurrentcity.org – All rigths reserved,[object Object]

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