The QROWD project and how our hybrid human-machine approach provides solutions for several urban mobility scenarios

1. This project has received funding from the European Union’s Horizon
2020 research and innovation programme
Urban Mobility Scenarios
and Solutions
Luis-Daniel Ibáñez
University of Southampton
BDVA - MeetUp, May 2018
Innovative mobility solutions for smart cities

2. 3 out of 4 Europeans live in urban areas
Traffic congestion costs us €100 B yearly
Road transport is responsible for 40% of CO2
emissions
Urban Mobility matters

3. Effective estimation of modal split
= Better policy design
= Better policy assessment

4. Mobility Infrastructure
Complete mapping
Measure occupancy
= Input for policy design
= Improved mobility services

5. DOCUMENT TITLE
Complement sensors
Raw sensors to meaningful data
Citizen Engagement
Responsible Innovation

6. Citizens in the value chain loop

7. Citizens and humans in the loop
● Efficient data collection
● Interaction with citizens (engagement)
● Management of incentives linked to data collection

8. Citizens and humans in the loop
● Integration of citizen data with other sources
● Humans-in-the-loop help on fusion and verification

9. Citizens and humans in the loop
Classifiers that
improve with
human interaction