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!