GreenifiersBIG DATA FOR SMART CITIES

An app for sustainable mobilityAbo

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Andrea Pescetti Andrei Popa

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Greenifiers

APPFOR PROMOTING

SUSTAINABLEMOBILITY

(WEB + MOBILE)

OPEN DATABIG DATA

PREDICTIVEMODELS

BUSINESSSTRATEGY

MARKETANALYSIS

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Team

AndreaPescetti

WEB DEVELOPERPARMA, ITALY

AndreiPopa

DATA SCIENTISTPRATO, ITALY

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Hackathon 2019

Data from Antwerp and HelsinkiThemes: Ecological Watch, Social and Service Evolution,

Stimulating Details Growth, City Aware.

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Greenifiersis an ecosystem with a mission:

Make it Green!We turn urban mobility

into an eco-friendly game,for the health of citizens and cities.

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CommunityRegister and join the Greenifierscommunity.

Earn PointsUse public transport and registeryour trip. Get 1 point per Km.

Pollution AlertPredictive algorithms display a notification when bad air qualityis foreseen ("Red Day").

EnjoyVisit partner shops to getdiscounts and extra points.

Make it GreenGet noticed in the Greenifiersranking! We plant a tree in yourname every 1000 points.

Double PointsTravel green during "Red Days" and earn double points!

How does it work?

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Bus StopsPoints of InterestLive Air Quality Data

Bus Route InformationReal-time Bus Location

Historical Air Quality DataHistorical Weather Data(used for predictions)

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PredictedNormal Over Threshold

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90,4% 2,5%

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2,5% 4,6%

Prediction Accuracy

Precision

Recall

95%

65%

65%

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Technologies

BACKEND

REST APIData acquisition via JSON

Geolocation APILocation-based services

Apache CordovaAndroid App packaging

FRONTEND

HTML5App Design

JavaScript / JQuery MobileInteraction and User Experience

Font AwesomeIcons and User Interface

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Florence

Parma*

Expanding the ScopeAntwerp

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Note: all light bulbs in this presentation are LED,for low energy consumption!