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Leveraging Big Data to Manage Transport Operations
LeMO Project Overview
Rajendra Akerkar
Vestlandsforsking, Norway
EBDVF 2018 Vienna
Transport themes 
EBDVF 2018 Vienna
Transport
themes
Evaluation
Policy
TechnologySector
Mode
Passenger transport
Freight transport
Long-term perspectives
Decision support methodologies
Rebound effects
Economic and regional impacts
Accessibility and social impacts
Air
Rail
Road
Urban
Water
Multimodal
Financing, pricing and taxation
Regulation, competition and public services
Infrastructure
Transport planning
Climate policy and energy efficiency
Security and safety
International & EU cooperation
Awareness information and user rights
Intelligent transport systems
Innovative technologies
Transport management
Route for policy & research roadmap
EBDVF 2018 Vienna
WP1:
Context 
setting
WP2:
Literature 
review 
WP3: 
Case studies
WP4:
Trend analysis 
&road‐mapping
WP5:
Shared value
Big data issues
Technological
•Store and 
maintain data
•Present results 
in a clear visual 
way
•Distributed 
environment
•Real‐time 
analytics
•Benchmarking
Economic
•Lift to the 
economy
•Innovation
•Data 
professionals
•Smaller actors 
left behind
•Shrink 
economies
•Growth of 
industry
Legal
•Privacy & Data 
protection
•Data ownership
•Copyright
•Cyber security
•Data Breach
•Anonymization
•Intellectual 
property
•Open data
Policy
•Open data policy
•Policy difference 
between public 
and private 
sectors
•Open access of 
big data in public 
sector
•Big data 
business model 
for private 
sector
•National policy
Social & Ethical 
•Transparency
•Discrimination
•Spurious 
relationships
•Consumer 
manipulation
•Surveillance
•Free will & Trust
•Trade‐off effect
•Personal data 
ownership
Political
•Government 
compartmentaliz
ation
•Services have 
become utilities
•Legal issues 
become trade 
issues
•Big data in 
international 
relations
EBDVF 2018 Vienna
Case studies – Overview (1)
Issues to be addressed: innovation in infrastructure, 
efficiency in transport routes, resource management and 
supply chain, environmental impacts, vulnerability in 
potential crisis and data protection.
Issues to be addressed:  enabling ‘mass 
mobilisers’ (training journalists and civic 
groups) to disseminate and make data 
understandable by the general public, not just 
data scientists.
Rail transport data
Open data and
transport sector
EBDVF 2018 Vienna
Case studies – Overview (2)
Issues to be addressed: discuss a methodology to estimate 
passenger demand for public transport services using 
social media and mobile phone data
Issues to be addressed: innovative big data 
acquisition procedures;  test the capability to 
reach an alternative, less expensive and faster 
administrative procedure of acquiring 
stakeholder‐specific big data
Real‐time traffic 
management
Logistics and 
consumer preferences
EBDVF 2018 Vienna
Case studies – Overview (3)
Issues to be addressed: Use Inland 
AIS to track vessel movements in 
and around locks
Smart  inland 
shipping
Big data and 
intelligent 
transport systems
Optimized transport 
and improved 
customer service
Issues to be addressed: explore 
various network models for efficient 
transportation planning that 
eliminates service delays
Issues to be addressed: Multimodal, 
multiagency approach to provide 
useful suggestions on the 
prerequisites of successful big data 
implementation in ITS
EBDVF 2018 Vienna
LeMO project key outputs
• Define research efforts and policy measures necessary for responsible 
participation in the big data economy by enhancing the economic 
sustainability and competitiveness of European transport sector
• Identify methodological, technological, governmental and institutional 
issues, which in turn contribute to evidence‐based decision making
• Amplify opportunities
• Diminish barriers and limitations
• Roadmap
• Research Roadmap
• Policy Roadmap
EBDVF 2018 Vienna
How should you contribute to our research?
We seek your support on documented information on projects you 
carried out, and on Big Data tools, technologies and methods that you 
used. By obtaining your participation and feedback we will improve our 
knowledge about the problems, opinions and perceptions of Big Data 
in Transport. 
PARTICIPATE IN OUR INITIAL SURVEY FOR ROADMAPPING
https://lemo‐h2020.eu/case‐studies/
EBDVF 2018 Vienna
Thank you!
https://lemo‐h2020.eu/
@LeMO_H2020
Project coordinator: Rajendra Akerkar rak@vestforsk.no
EBDVF 2018 Vienna

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Le mo project-overview_edvf2018_rajendra-akerkar