SlideShare a Scribd company logo
A smart solution to
calculate the modal split
The case of Trento (Italy)
GIACOMO FIORONI
Head of Smart City office - Municipality of Trento
The Modal split
% of travellers using
a particular type of transport
Main indicator for all SUMPs
How to calculate the modal split
Collect data about each
trip
● that people make
● in/from/to the City
● in a single day
Detect relevant data
● mode of transport
● purpose (destination)
Free time
Home Work
School
Personal
reasons
A multimodal trip
● has only one origin/destination
● but is made of sub-trips
Relevant data
● purpose of the total trip
● % of transport modes of each sub-
trip
Computation in case of multimodal trips
Home
Work
Bicycle
Train
BUS
Walk
Telephone
interviews
1. costly
2. time consuming
3. inaccurate
Issues of the current approach
Citizen
sensin
g
Engagement &
gamification
Analysis
VisualizationAI, ML on
Big Data
smart solution
An innovative approach
Validation questions:
• submitted when unsure
• improve the AI model
AI calculates:
• purpose of the trip
• mode(s) of transport
used
Components 1/3 Citizen sensing, AI, ML
i-Log app collects:
• all the data
GPS
Gyroscope
Accelerometer
The total modal split:
● is calculated through
advanced data analysis
● is shown on a dashboard
(with filter capabilities)
Components 2/3 Analysis and
visualization
+ +
Prizes GamificationPersonalized
services
Components 3/3 Engagement Strategy
+ frequency
+ accuracy
- time
- costs
Benefits of the smart solution
For further information
on the Municipality’s website:
http://www.comune.trento.it/Progetti/Qrow
d
official website:
http://qrowd-project.eu
Giacomo Fioroni:
giacomo.fioroni@comune.trento.it
This project has received funding from the European Union’s Horizon 2020
research and innovation programme under grant agreement No 723088

More Related Content

Similar to Smart modalsplit smarmobilitycongress_2018

IRJET- Future of Smart Tourism
IRJET- Future of Smart TourismIRJET- Future of Smart Tourism
IRJET- Future of Smart Tourism
IRJET Journal
 
Servcice Design Principles of OneTicket
Servcice Design Principles of OneTicketServcice Design Principles of OneTicket
Servcice Design Principles of OneTicket
Adam Nemeth
 
Uber Hackathon Presentation
Uber Hackathon PresentationUber Hackathon Presentation
Uber Hackathon Presentation
Thomas Grogan
 
Futuristic intelligent transportation system architecture for sustainable roa...
Futuristic intelligent transportation system architecture for sustainable roa...Futuristic intelligent transportation system architecture for sustainable roa...
Futuristic intelligent transportation system architecture for sustainable roa...
Tristan Wiggill
 
Advance methodologies to ensure road safety
Advance methodologies to ensure road safetyAdvance methodologies to ensure road safety
Advance methodologies to ensure road safety
IAEME Publication
 
ADVANCE METHODOLOGIES TO ENSURE ROAD SAFETY
ADVANCE METHODOLOGIES TO ENSURE ROAD SAFETYADVANCE METHODOLOGIES TO ENSURE ROAD SAFETY
ADVANCE METHODOLOGIES TO ENSURE ROAD SAFETY
IAEME Publication
 
Alibaba Cloud’s ET City Brain - Empowering Cities to Think
Alibaba Cloud’s ET City Brain - Empowering Cities to ThinkAlibaba Cloud’s ET City Brain - Empowering Cities to Think
Alibaba Cloud’s ET City Brain - Empowering Cities to Think
Alibaba Cloud
 
For zero review_1
For zero review_1For zero review_1
For zero review_1
SENTHILGANESH23
 
Urban Mobility
Urban MobilityUrban Mobility
Urban Mobility
Ikusi Velatia
 
A survey on real time bus monitoring system
A survey on real time bus monitoring systemA survey on real time bus monitoring system
A survey on real time bus monitoring system
IRJET Journal
 
Are ubiquitous technologies the future vehicle for transportation planning a...
Are ubiquitous technologies the future vehicle for transportation planning  a...Are ubiquitous technologies the future vehicle for transportation planning  a...
Are ubiquitous technologies the future vehicle for transportation planning a...
ijasuc
 
The potential of smartphone data for national travel surveys
The potential of smartphone data for national travel surveysThe potential of smartphone data for national travel surveys
The potential of smartphone data for national travel surveys
Antonin Danalet
 
IRJET- Review based on Ticket Collection using Fingerprint Scanning
IRJET- Review based on Ticket Collection using Fingerprint ScanningIRJET- Review based on Ticket Collection using Fingerprint Scanning
IRJET- Review based on Ticket Collection using Fingerprint Scanning
IRJET Journal
 
Servitization Federica Santuccio
Servitization Federica SantuccioServitization Federica Santuccio
Servitization Federica Santuccio
Orkestra
 
MobiWallet Italian Pilot
MobiWallet Italian PilotMobiWallet Italian Pilot
MobiWallet Italian Pilot
MobiWallet
 
MobIWallet - Italian Pilot
MobIWallet - Italian PilotMobIWallet - Italian Pilot
MobIWallet - Italian Pilot
Giuseppe Biasu
 
Geospatial solutions for creating a smart city
Geospatial solutions for creating a smart cityGeospatial solutions for creating a smart city
Geospatial solutions for creating a smart city
Shristi Paudel
 
Traffic volume study
Traffic volume studyTraffic volume study
Traffic volume study
Kalpataru Das
 
Smart Algorithms for Public Transport
Smart Algorithms for Public TransportSmart Algorithms for Public Transport
Smart Algorithms for Public Transport
Data Driven Innovation
 
Visual Analytics: Traffic Collisions in Italy
Visual Analytics: Traffic Collisions in ItalyVisual Analytics: Traffic Collisions in Italy
Visual Analytics: Traffic Collisions in Italy
Roberto Falconi
 

Similar to Smart modalsplit smarmobilitycongress_2018 (20)

IRJET- Future of Smart Tourism
IRJET- Future of Smart TourismIRJET- Future of Smart Tourism
IRJET- Future of Smart Tourism
 
Servcice Design Principles of OneTicket
Servcice Design Principles of OneTicketServcice Design Principles of OneTicket
Servcice Design Principles of OneTicket
 
Uber Hackathon Presentation
Uber Hackathon PresentationUber Hackathon Presentation
Uber Hackathon Presentation
 
Futuristic intelligent transportation system architecture for sustainable roa...
Futuristic intelligent transportation system architecture for sustainable roa...Futuristic intelligent transportation system architecture for sustainable roa...
Futuristic intelligent transportation system architecture for sustainable roa...
 
Advance methodologies to ensure road safety
Advance methodologies to ensure road safetyAdvance methodologies to ensure road safety
Advance methodologies to ensure road safety
 
ADVANCE METHODOLOGIES TO ENSURE ROAD SAFETY
ADVANCE METHODOLOGIES TO ENSURE ROAD SAFETYADVANCE METHODOLOGIES TO ENSURE ROAD SAFETY
ADVANCE METHODOLOGIES TO ENSURE ROAD SAFETY
 
Alibaba Cloud’s ET City Brain - Empowering Cities to Think
Alibaba Cloud’s ET City Brain - Empowering Cities to ThinkAlibaba Cloud’s ET City Brain - Empowering Cities to Think
Alibaba Cloud’s ET City Brain - Empowering Cities to Think
 
For zero review_1
For zero review_1For zero review_1
For zero review_1
 
Urban Mobility
Urban MobilityUrban Mobility
Urban Mobility
 
A survey on real time bus monitoring system
A survey on real time bus monitoring systemA survey on real time bus monitoring system
A survey on real time bus monitoring system
 
Are ubiquitous technologies the future vehicle for transportation planning a...
Are ubiquitous technologies the future vehicle for transportation planning  a...Are ubiquitous technologies the future vehicle for transportation planning  a...
Are ubiquitous technologies the future vehicle for transportation planning a...
 
The potential of smartphone data for national travel surveys
The potential of smartphone data for national travel surveysThe potential of smartphone data for national travel surveys
The potential of smartphone data for national travel surveys
 
IRJET- Review based on Ticket Collection using Fingerprint Scanning
IRJET- Review based on Ticket Collection using Fingerprint ScanningIRJET- Review based on Ticket Collection using Fingerprint Scanning
IRJET- Review based on Ticket Collection using Fingerprint Scanning
 
Servitization Federica Santuccio
Servitization Federica SantuccioServitization Federica Santuccio
Servitization Federica Santuccio
 
MobiWallet Italian Pilot
MobiWallet Italian PilotMobiWallet Italian Pilot
MobiWallet Italian Pilot
 
MobIWallet - Italian Pilot
MobIWallet - Italian PilotMobIWallet - Italian Pilot
MobIWallet - Italian Pilot
 
Geospatial solutions for creating a smart city
Geospatial solutions for creating a smart cityGeospatial solutions for creating a smart city
Geospatial solutions for creating a smart city
 
Traffic volume study
Traffic volume studyTraffic volume study
Traffic volume study
 
Smart Algorithms for Public Transport
Smart Algorithms for Public TransportSmart Algorithms for Public Transport
Smart Algorithms for Public Transport
 
Visual Analytics: Traffic Collisions in Italy
Visual Analytics: Traffic Collisions in ItalyVisual Analytics: Traffic Collisions in Italy
Visual Analytics: Traffic Collisions in Italy
 

More from Luis Daniel Ibáñez

Qrowd data sharing ebdvf 2017
Qrowd data sharing ebdvf 2017Qrowd data sharing ebdvf 2017
Qrowd data sharing ebdvf 2017
Luis Daniel Ibáñez
 
Policy workshop ebdvf2019
Policy workshop ebdvf2019Policy workshop ebdvf2019
Policy workshop ebdvf2019
Luis Daniel Ibáñez
 
Qrowd and thecity_connectedsmartcities_2019
Qrowd and thecity_connectedsmartcities_2019Qrowd and thecity_connectedsmartcities_2019
Qrowd and thecity_connectedsmartcities_2019
Luis Daniel Ibáñez
 
Simplifying maps tomtomgeomonday_2019
Simplifying maps tomtomgeomonday_2019Simplifying maps tomtomgeomonday_2019
Simplifying maps tomtomgeomonday_2019
Luis Daniel Ibáñez
 
Qrowd ppp week-2018
Qrowd ppp week-2018Qrowd ppp week-2018
Qrowd ppp week-2018
Luis Daniel Ibáñez
 
Hybrid workflows aw4city-webconf-2019
Hybrid workflows aw4city-webconf-2019Hybrid workflows aw4city-webconf-2019
Hybrid workflows aw4city-webconf-2019
Luis Daniel Ibáñez
 
Inclusive cities thecityofthefuture_cardiff_2018
Inclusive cities thecityofthefuture_cardiff_2018Inclusive cities thecityofthefuture_cardiff_2018
Inclusive cities thecityofthefuture_cardiff_2018
Luis Daniel Ibáñez
 
Human factorsession introduction-bdv-forum-sofia
Human factorsession introduction-bdv-forum-sofiaHuman factorsession introduction-bdv-forum-sofia
Human factorsession introduction-bdv-forum-sofia
Luis Daniel Ibáñez
 
Human factor in big data qrowd bdve
Human factor in big data qrowd bdveHuman factor in big data qrowd bdve
Human factor in big data qrowd bdve
Luis Daniel Ibáñez
 
Qrowd human factorsession-bdv-forum-2018
Qrowd human factorsession-bdv-forum-2018Qrowd human factorsession-bdv-forum-2018
Qrowd human factorsession-bdv-forum-2018
Luis Daniel Ibáñez
 
Qrowd transport session-bdv-forum-2018
Qrowd transport session-bdv-forum-2018Qrowd transport session-bdv-forum-2018
Qrowd transport session-bdv-forum-2018
Luis Daniel Ibáñez
 
Qrowd overview-solothurn-2018
Qrowd overview-solothurn-2018Qrowd overview-solothurn-2018
Qrowd overview-solothurn-2018
Luis Daniel Ibáñez
 
LiveLinkedData - TransWebData - Nantes 2013
LiveLinkedData - TransWebData - Nantes 2013LiveLinkedData - TransWebData - Nantes 2013
LiveLinkedData - TransWebData - Nantes 2013
Luis Daniel Ibáñez
 

More from Luis Daniel Ibáñez (13)

Qrowd data sharing ebdvf 2017
Qrowd data sharing ebdvf 2017Qrowd data sharing ebdvf 2017
Qrowd data sharing ebdvf 2017
 
Policy workshop ebdvf2019
Policy workshop ebdvf2019Policy workshop ebdvf2019
Policy workshop ebdvf2019
 
Qrowd and thecity_connectedsmartcities_2019
Qrowd and thecity_connectedsmartcities_2019Qrowd and thecity_connectedsmartcities_2019
Qrowd and thecity_connectedsmartcities_2019
 
Simplifying maps tomtomgeomonday_2019
Simplifying maps tomtomgeomonday_2019Simplifying maps tomtomgeomonday_2019
Simplifying maps tomtomgeomonday_2019
 
Qrowd ppp week-2018
Qrowd ppp week-2018Qrowd ppp week-2018
Qrowd ppp week-2018
 
Hybrid workflows aw4city-webconf-2019
Hybrid workflows aw4city-webconf-2019Hybrid workflows aw4city-webconf-2019
Hybrid workflows aw4city-webconf-2019
 
Inclusive cities thecityofthefuture_cardiff_2018
Inclusive cities thecityofthefuture_cardiff_2018Inclusive cities thecityofthefuture_cardiff_2018
Inclusive cities thecityofthefuture_cardiff_2018
 
Human factorsession introduction-bdv-forum-sofia
Human factorsession introduction-bdv-forum-sofiaHuman factorsession introduction-bdv-forum-sofia
Human factorsession introduction-bdv-forum-sofia
 
Human factor in big data qrowd bdve
Human factor in big data qrowd bdveHuman factor in big data qrowd bdve
Human factor in big data qrowd bdve
 
Qrowd human factorsession-bdv-forum-2018
Qrowd human factorsession-bdv-forum-2018Qrowd human factorsession-bdv-forum-2018
Qrowd human factorsession-bdv-forum-2018
 
Qrowd transport session-bdv-forum-2018
Qrowd transport session-bdv-forum-2018Qrowd transport session-bdv-forum-2018
Qrowd transport session-bdv-forum-2018
 
Qrowd overview-solothurn-2018
Qrowd overview-solothurn-2018Qrowd overview-solothurn-2018
Qrowd overview-solothurn-2018
 
LiveLinkedData - TransWebData - Nantes 2013
LiveLinkedData - TransWebData - Nantes 2013LiveLinkedData - TransWebData - Nantes 2013
LiveLinkedData - TransWebData - Nantes 2013
 

Recently uploaded

快速办理(UVM毕业证书)佛蒙特大学毕业证学位证一模一样
快速办理(UVM毕业证书)佛蒙特大学毕业证学位证一模一样快速办理(UVM毕业证书)佛蒙特大学毕业证学位证一模一样
快速办理(UVM毕业证书)佛蒙特大学毕业证学位证一模一样
yemqpj
 
Bharat Mata - History of Indian culture.pdf
Bharat Mata - History of Indian culture.pdfBharat Mata - History of Indian culture.pdf
Bharat Mata - History of Indian culture.pdf
Bharat Mata
 
原版制作(英国Southampton毕业证书)南安普顿大学毕业证录取通知书一模一样
原版制作(英国Southampton毕业证书)南安普顿大学毕业证录取通知书一模一样原版制作(英国Southampton毕业证书)南安普顿大学毕业证录取通知书一模一样
原版制作(英国Southampton毕业证书)南安普顿大学毕业证录取通知书一模一样
3woawyyl
 
原版制作(DPU毕业证书)德保罗大学毕业证Offer一模一样
原版制作(DPU毕业证书)德保罗大学毕业证Offer一模一样原版制作(DPU毕业证书)德保罗大学毕业证Offer一模一样
原版制作(DPU毕业证书)德保罗大学毕业证Offer一模一样
yemqpj
 
Item #s 8&9 -- Demolition Code Amendment
Item #s 8&9 -- Demolition Code AmendmentItem #s 8&9 -- Demolition Code Amendment
Item #s 8&9 -- Demolition Code Amendment
ahcitycouncil
 
World Food Safety Day 2024- Communication-toolkit.
World Food Safety Day 2024- Communication-toolkit.World Food Safety Day 2024- Communication-toolkit.
World Food Safety Day 2024- Communication-toolkit.
Christina Parmionova
 
China Politics social economic political
China Politics social economic politicalChina Politics social economic political
China Politics social economic political
ajatjamwal123
 
Antyodaya saral portal haryana govt schemes
Antyodaya saral portal haryana govt schemesAntyodaya saral portal haryana govt schemes
Antyodaya saral portal haryana govt schemes
narinav14
 
Bangladesh studies presentation on Liberation War 1971 Indepence-of-Banglades...
Bangladesh studies presentation on Liberation War 1971 Indepence-of-Banglades...Bangladesh studies presentation on Liberation War 1971 Indepence-of-Banglades...
Bangladesh studies presentation on Liberation War 1971 Indepence-of-Banglades...
ssuser05e8f3
 
2024: The FAR - Federal Acquisition Regulations, Part 40
2024: The FAR - Federal Acquisition Regulations, Part 402024: The FAR - Federal Acquisition Regulations, Part 40
2024: The FAR - Federal Acquisition Regulations, Part 40
JSchaus & Associates
 
在线办理美国乔治华盛顿大学毕业证(gwu毕业证书)学历学位证书原版一模一样
在线办理美国乔治华盛顿大学毕业证(gwu毕业证书)学历学位证书原版一模一样在线办理美国乔治华盛顿大学毕业证(gwu毕业证书)学历学位证书原版一模一样
在线办理美国乔治华盛顿大学毕业证(gwu毕业证书)学历学位证书原版一模一样
9d5c8i83
 
PPT Item # 8&9 - Demolition Code Amendments
PPT Item # 8&9 - Demolition Code AmendmentsPPT Item # 8&9 - Demolition Code Amendments
PPT Item # 8&9 - Demolition Code Amendments
ahcitycouncil
 
一比一原版(theauckland毕业证书)新西兰奥克兰大学毕业证成绩单如何办理
一比一原版(theauckland毕业证书)新西兰奥克兰大学毕业证成绩单如何办理一比一原版(theauckland毕业证书)新西兰奥克兰大学毕业证成绩单如何办理
一比一原版(theauckland毕业证书)新西兰奥克兰大学毕业证成绩单如何办理
odmqk
 
RFP for Reno's Community Assistance Center
RFP for Reno's Community Assistance CenterRFP for Reno's Community Assistance Center
RFP for Reno's Community Assistance Center
This Is Reno
 
IEA World Energy Investment June 2024- Statistics
IEA World Energy Investment June 2024- StatisticsIEA World Energy Investment June 2024- Statistics
IEA World Energy Investment June 2024- Statistics
Energy for One World
 
Border towns and spaces of (in)visibility.pdf
Border towns and spaces of (in)visibility.pdfBorder towns and spaces of (in)visibility.pdf
Border towns and spaces of (in)visibility.pdf
Scalabrini Institute for Human Mobility in Africa
 
Item # 10 -- Historical Presv. Districts
Item # 10 -- Historical Presv. DistrictsItem # 10 -- Historical Presv. Districts
Item # 10 -- Historical Presv. Districts
ahcitycouncil
 
加急办理华威大学毕业证硕士文凭证书原版一模一样
加急办理华威大学毕业证硕士文凭证书原版一模一样加急办理华威大学毕业证硕士文凭证书原版一模一样
加急办理华威大学毕业证硕士文凭证书原版一模一样
uu1psyf6
 
karnataka housing board schemes . all schemes
karnataka housing board schemes . all schemeskarnataka housing board schemes . all schemes
karnataka housing board schemes . all schemes
narinav14
 
PPT Item # 4 - 434 College Blvd. (sign. review)
PPT Item # 4 - 434 College Blvd. (sign. review)PPT Item # 4 - 434 College Blvd. (sign. review)
PPT Item # 4 - 434 College Blvd. (sign. review)
ahcitycouncil
 

Recently uploaded (20)

快速办理(UVM毕业证书)佛蒙特大学毕业证学位证一模一样
快速办理(UVM毕业证书)佛蒙特大学毕业证学位证一模一样快速办理(UVM毕业证书)佛蒙特大学毕业证学位证一模一样
快速办理(UVM毕业证书)佛蒙特大学毕业证学位证一模一样
 
Bharat Mata - History of Indian culture.pdf
Bharat Mata - History of Indian culture.pdfBharat Mata - History of Indian culture.pdf
Bharat Mata - History of Indian culture.pdf
 
原版制作(英国Southampton毕业证书)南安普顿大学毕业证录取通知书一模一样
原版制作(英国Southampton毕业证书)南安普顿大学毕业证录取通知书一模一样原版制作(英国Southampton毕业证书)南安普顿大学毕业证录取通知书一模一样
原版制作(英国Southampton毕业证书)南安普顿大学毕业证录取通知书一模一样
 
原版制作(DPU毕业证书)德保罗大学毕业证Offer一模一样
原版制作(DPU毕业证书)德保罗大学毕业证Offer一模一样原版制作(DPU毕业证书)德保罗大学毕业证Offer一模一样
原版制作(DPU毕业证书)德保罗大学毕业证Offer一模一样
 
Item #s 8&9 -- Demolition Code Amendment
Item #s 8&9 -- Demolition Code AmendmentItem #s 8&9 -- Demolition Code Amendment
Item #s 8&9 -- Demolition Code Amendment
 
World Food Safety Day 2024- Communication-toolkit.
World Food Safety Day 2024- Communication-toolkit.World Food Safety Day 2024- Communication-toolkit.
World Food Safety Day 2024- Communication-toolkit.
 
China Politics social economic political
China Politics social economic politicalChina Politics social economic political
China Politics social economic political
 
Antyodaya saral portal haryana govt schemes
Antyodaya saral portal haryana govt schemesAntyodaya saral portal haryana govt schemes
Antyodaya saral portal haryana govt schemes
 
Bangladesh studies presentation on Liberation War 1971 Indepence-of-Banglades...
Bangladesh studies presentation on Liberation War 1971 Indepence-of-Banglades...Bangladesh studies presentation on Liberation War 1971 Indepence-of-Banglades...
Bangladesh studies presentation on Liberation War 1971 Indepence-of-Banglades...
 
2024: The FAR - Federal Acquisition Regulations, Part 40
2024: The FAR - Federal Acquisition Regulations, Part 402024: The FAR - Federal Acquisition Regulations, Part 40
2024: The FAR - Federal Acquisition Regulations, Part 40
 
在线办理美国乔治华盛顿大学毕业证(gwu毕业证书)学历学位证书原版一模一样
在线办理美国乔治华盛顿大学毕业证(gwu毕业证书)学历学位证书原版一模一样在线办理美国乔治华盛顿大学毕业证(gwu毕业证书)学历学位证书原版一模一样
在线办理美国乔治华盛顿大学毕业证(gwu毕业证书)学历学位证书原版一模一样
 
PPT Item # 8&9 - Demolition Code Amendments
PPT Item # 8&9 - Demolition Code AmendmentsPPT Item # 8&9 - Demolition Code Amendments
PPT Item # 8&9 - Demolition Code Amendments
 
一比一原版(theauckland毕业证书)新西兰奥克兰大学毕业证成绩单如何办理
一比一原版(theauckland毕业证书)新西兰奥克兰大学毕业证成绩单如何办理一比一原版(theauckland毕业证书)新西兰奥克兰大学毕业证成绩单如何办理
一比一原版(theauckland毕业证书)新西兰奥克兰大学毕业证成绩单如何办理
 
RFP for Reno's Community Assistance Center
RFP for Reno's Community Assistance CenterRFP for Reno's Community Assistance Center
RFP for Reno's Community Assistance Center
 
IEA World Energy Investment June 2024- Statistics
IEA World Energy Investment June 2024- StatisticsIEA World Energy Investment June 2024- Statistics
IEA World Energy Investment June 2024- Statistics
 
Border towns and spaces of (in)visibility.pdf
Border towns and spaces of (in)visibility.pdfBorder towns and spaces of (in)visibility.pdf
Border towns and spaces of (in)visibility.pdf
 
Item # 10 -- Historical Presv. Districts
Item # 10 -- Historical Presv. DistrictsItem # 10 -- Historical Presv. Districts
Item # 10 -- Historical Presv. Districts
 
加急办理华威大学毕业证硕士文凭证书原版一模一样
加急办理华威大学毕业证硕士文凭证书原版一模一样加急办理华威大学毕业证硕士文凭证书原版一模一样
加急办理华威大学毕业证硕士文凭证书原版一模一样
 
karnataka housing board schemes . all schemes
karnataka housing board schemes . all schemeskarnataka housing board schemes . all schemes
karnataka housing board schemes . all schemes
 
PPT Item # 4 - 434 College Blvd. (sign. review)
PPT Item # 4 - 434 College Blvd. (sign. review)PPT Item # 4 - 434 College Blvd. (sign. review)
PPT Item # 4 - 434 College Blvd. (sign. review)
 

Smart modalsplit smarmobilitycongress_2018

  • 1. A smart solution to calculate the modal split The case of Trento (Italy) GIACOMO FIORONI Head of Smart City office - Municipality of Trento
  • 2. The Modal split % of travellers using a particular type of transport Main indicator for all SUMPs
  • 3. How to calculate the modal split Collect data about each trip ● that people make ● in/from/to the City ● in a single day Detect relevant data ● mode of transport ● purpose (destination) Free time Home Work School Personal reasons
  • 4. A multimodal trip ● has only one origin/destination ● but is made of sub-trips Relevant data ● purpose of the total trip ● % of transport modes of each sub- trip Computation in case of multimodal trips Home Work Bicycle Train BUS Walk
  • 5. Telephone interviews 1. costly 2. time consuming 3. inaccurate Issues of the current approach
  • 6. Citizen sensin g Engagement & gamification Analysis VisualizationAI, ML on Big Data smart solution An innovative approach
  • 7. Validation questions: • submitted when unsure • improve the AI model AI calculates: • purpose of the trip • mode(s) of transport used Components 1/3 Citizen sensing, AI, ML i-Log app collects: • all the data GPS Gyroscope Accelerometer
  • 8. The total modal split: ● is calculated through advanced data analysis ● is shown on a dashboard (with filter capabilities) Components 2/3 Analysis and visualization
  • 10. + frequency + accuracy - time - costs Benefits of the smart solution
  • 11. For further information on the Municipality’s website: http://www.comune.trento.it/Progetti/Qrow d official website: http://qrowd-project.eu Giacomo Fioroni: giacomo.fioroni@comune.trento.it This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 723088