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VISIBLE CITY : AMSTERDAM
understanding city dynamics through mobile devices




Euro Beinat




                           currentcity.org
> Growing interest in urban dynamics

> How many people are in that area?
> Where is traffic piling up?
> What percentage of people have left the area?
> What is the current demand and supply of public
  transportation?
> How much CO2 was emitted today?
> How many people will look at that billboard?
> What’s the hottest spot in town now?




                         currentcity.org
> People create the dynamics of the city

> A telecom network is a natural candidate to sense this
  dynamics

> It addresses the collective behavior of the city, rather
  than the physical parameters of the city

> It provides a new layer of information for essential
  services, in the public and private sector

> … and also opens technical and ethical challenges


                           currentcity.org
> anonymous    > interpretation                > time patterns
> aggregated   > processing                    > spatial patterns
               > modeling                      > flows, crowds




                                                                    > real-time, operations
                                                                    > data mining, strategy




                                  currentcity.org
currentcity.org
currentcity.org
currentcity.org
currentcity.org
~ 40 x 30 km




currentcity.org
Central Station
Jordaan

                           Rembrandtplein


 Museumplein




     WTC




               currentcity.org
`

Arena



                          Zuid Oost




        currentcity.org
currentcity.org
World Trade Center


                                                              Monday
                                                              Tuesday
                                                              Wednesday
                                                              Thursday
                                                              Friday
                                                              Saturday
                                                              Sunday

 00:00                      06:00    12:00            18:00

Aggregared call intensity




                                    currentcity.org
Source: bMA Amsterdam




                        currentcity.org
Central Station


                                                              Monday
                                                              Tuesday
                                                              Wednesday
                                                              Thursday
                                                              Friday
                                                              Saturday
                                                              Sunday


 00:00                      06:00    12:00            18:00

Aggregared call intensity




                                    currentcity.org
currentcity.org
Amsterdam Arena


                                                              Monday
                                                              Tuesday
                                                              Wednesday
                                                              Thursday
                                                              Friday
                                                              Saturday
                                                              Sunday


 00:00                      06:00    12:00            18:00

Aggregared call intensity




                                    currentcity.org
currentcity.org
Rembrandtplein


                                                              Monday
                                                              Tuesday
                                                              Wednesday
                                                              Thursday
                                                              Friday
                                                              Saturday
                                                              Sunday


 00:00                      06:00    12:00            18:00

Aggregared call intensity




                                    currentcity.org
queensday




            currentcity.org
30 April 2008 14:30   currentcity.org
Rembrandt Plein




World Trade Center




                     Monday   Tuesday   Wednesday           Thursday   Friday   Saturday   Sunday
                     28 May   29 May    30 April            1 May      2 May    3 May      4 May

                                    World Trade Center

                                          currentcity.org
WTC
      Rembrandt




                      `




Calls+SMS
                          30 April




                  currentcity.org
currentcity.org
> How many people are in that area?
> Where is traffic piling up?
> What percentage of people have left the area?
> What is the current demand and supply of public
  transportation?
> How much CO2 was emitted today?
> How many people will look at that billboard?
> What’s the hottest spot in town now?




                      currentcity.org
currentcity.org




     currentcity.org

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Euro Beinat - Visible City Amsterdam: Sensing and Mapping the City in Real-Time for Sustainable Urban Development

  • 1. VISIBLE CITY : AMSTERDAM understanding city dynamics through mobile devices Euro Beinat currentcity.org
  • 2. > Growing interest in urban dynamics > How many people are in that area? > Where is traffic piling up? > What percentage of people have left the area? > What is the current demand and supply of public transportation? > How much CO2 was emitted today? > How many people will look at that billboard? > What’s the hottest spot in town now? currentcity.org
  • 3. > People create the dynamics of the city > A telecom network is a natural candidate to sense this dynamics > It addresses the collective behavior of the city, rather than the physical parameters of the city > It provides a new layer of information for essential services, in the public and private sector > … and also opens technical and ethical challenges currentcity.org
  • 4. > anonymous > interpretation > time patterns > aggregated > processing > spatial patterns > modeling > flows, crowds > real-time, operations > data mining, strategy currentcity.org
  • 9. ~ 40 x 30 km currentcity.org
  • 10. Central Station Jordaan Rembrandtplein Museumplein WTC currentcity.org
  • 11. ` Arena Zuid Oost currentcity.org
  • 13. World Trade Center Monday Tuesday Wednesday Thursday Friday Saturday Sunday 00:00 06:00 12:00 18:00 Aggregared call intensity currentcity.org
  • 14. Source: bMA Amsterdam currentcity.org
  • 15. Central Station Monday Tuesday Wednesday Thursday Friday Saturday Sunday 00:00 06:00 12:00 18:00 Aggregared call intensity currentcity.org
  • 17. Amsterdam Arena Monday Tuesday Wednesday Thursday Friday Saturday Sunday 00:00 06:00 12:00 18:00 Aggregared call intensity currentcity.org
  • 19. Rembrandtplein Monday Tuesday Wednesday Thursday Friday Saturday Sunday 00:00 06:00 12:00 18:00 Aggregared call intensity currentcity.org
  • 20. queensday currentcity.org
  • 21. 30 April 2008 14:30 currentcity.org
  • 22. Rembrandt Plein World Trade Center Monday Tuesday Wednesday Thursday Friday Saturday Sunday 28 May 29 May 30 April 1 May 2 May 3 May 4 May World Trade Center currentcity.org
  • 23. WTC Rembrandt ` Calls+SMS 30 April currentcity.org
  • 25. > How many people are in that area? > Where is traffic piling up? > What percentage of people have left the area? > What is the current demand and supply of public transportation? > How much CO2 was emitted today? > How many people will look at that billboard? > What’s the hottest spot in town now? currentcity.org
  • 26. currentcity.org currentcity.org