How12 City of Antwerp –Real time crowd monitoring New Year Fireworks Fireworks at the Waterfront...
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Transcript of How12 City of Antwerp –Real time crowd monitoring New Year Fireworks Fireworks at the Waterfront...
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How ?
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Before we continue …….
BEHAVIBILITY
The data science that analyses entity behaviour;
it refers to the ability to analyseand predict the behaviour of customers as being individual consumers, governments or
companies.
TRACEABILITY
Data tends to “travel” over time and distance; this data source refers to the ability to analyze
and discover new information in data, generated by tracing
people and/or items across the globe.
CONNECTABILITY
The Internet of Things or a world where data emerges from
connected devices, utilities and sensors. It allows to find and predict patterns within the multiple layers of machine
communication.
READABILITY
The data science for textual information;
it refers to the ability to automatically recognize, process,
analyze and predict the underlying meaning, message
and/or sentiment in unstructured data.
Crowd monitoring & security management in the future
Crowd monitoring (for now)
We put limits on ourselves….
Orange Network Coverage
Mapping on the cellular network
Granularity
Tiles of 100 X 100 m
REAL-TIME Crowd Monitoring
Public Safety & Security
Big Data Analytics / Data Crunching
City Marketing
Geo Marketing
Mobility studies
Policy Making
Environmental impact
Why ?
City of Antwerp – Real time crowd monitoring10 MILES
City of Brussels – Real time crowd monitoring
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City of Antwerp – Real time crowd monitoringNew Year Fireworks
Fireworks at the Waterfront
First day of Winter Sales
January 1st
Hangover
City of Ghent – Data Analytics
British tennis Fans K3 Fans
Geo-marketing
Hinterland studies for retailers, entertainment parks, shopping centra, …
Mobility Study : Pairi Daiza access Agoria Smart Cities Award !!
Pairi Daiza
Montignies-
Lez-Lens
Lens
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During weekend X , we analyse the number of overnight stays in city Y for people
who visited event Z
City Marketing : Overnight Stays ?
Top 25 landen (excl België)
Nederland 243 933
Duitsland 45 303
Frankrijk 42 025
Verenigd Koninkrijk 29 859
Zweden 23 867
Italië 19 319
Spanje 11 952
Verenigde Staten 10 154
Rusland 6 760
Polen 6 392
Luxemburg 5 068
Portugal 4 730
Roemenië 4 526
Griekenland 3 580
Oostenrijk 2 198
Bulgarije 2 165
Zwitserland 2 088
Slovakije 2 056
unknown_area 1 965
Denemarken 1 914
Japan 1 823
Israël 1 721
Hongarije 1 521
Tsjechië 1 459
Oekraïne 1 415
What is next? Data is everywhere!
IoT technologies now address specific power, cost and low throughput
requirements demanded by massive IoT use cases
Battery-friendly
Deep indoor Lowcost
“Big data is not about the data”
Gary King, Harvard University
