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