SEAMLESS SHARED URBAN MOBILITY

Project Information

SUM

Grant agreement ID: 101103646

DOI

10.3030/101103646

Project closed

EC signature date 30 March 2023

Start date 1 June 2023

End date 31 May 2026

Funded under

• Climate, Energy and Mobility

Total cost

€ 10 214 270,00

EU contribution

€ 9 447 047,76

Coordinated by

INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET AUTOMATIQUE
France

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (6)

KPI Review

Related to tasks 1.2 and 1.3, review on existing KPIs for shared mobility and assessment of living labs

Best Practice analysis

This will report best practices on business models while identifying innovation factors in implementation of urban mobility services through at least 200 expert interviews

Shared Modes Strategies and Practices

Related to task 1.4, the deliverable will give a review of strategies and practices on shared mobility.

Project Management Handbook

Describes the SUM project management and quality assurance procedures to be followed throughout the project

A priori acceptance measure

Related to task 1.6, the deliverable will present questionnaire specifically used for the a priori acceptance measure and the aggregated results of the project’s living labs (performed before the implementation of the solutions and the infrastructure modifications in the SUM’s living lab).

Summary of current Mobility Status

Related to task 1.1, analysis of current modal split, integration of shared mobility, scheduled and applied policies and practices to promote shared mobility at LL.

Publications

Conference proceedings (15)

Beyond automobility: Shared mobility services in peri-urban areas. Investigating implications on accessibility and equity. 

Author(s): Stefanos Tsigdinos, Panagiotis G. Tzouras, Konstantinos Gkiotsalitis
Publisher: Transportation Research Symposium 2025

Stochastic Optimization under Supply Uncertainty for Multimodal Trip Planning Based on Demand Prediction

Author(s): Yimeng Zhang, Jingyi Cheng, Oded Cats, Shadi Sharif Azadeh
Publisher: TRISTAN 2025

Simulation-optimization framework for ride-pooling services

Author(s): Avital Shamir, David Epstein, Mor Kaspi
Publisher: EasyChair

A spatial analysis of safety perceptions across different transport modes: Insights from Athens and Munich

Author(s): Panagiotis G. Tzouras, Ph.D. Anna Takayasu, Ph. D. Konstnantinos Kepaptsoglou, Prof. Klaus Bogenberger, Prof.
Publisher: TRB

A Bilevel Optimization Framework for Pricing and Trip Allocation in Shared Mobility Networks

Author(s): Mesut Can Köseoğlu, Shadi Sharif Azadeh, Luce Brotcorne
Publisher: EURO 2025

SHIFTING TO SHARED MOBILITY? CHALLENGES AND PERSPECTIVES FROM A SUBURBAN AREA IN ATHENS, GREECE

Author(s): Stefanos Tsigdinos, Christos Karolemeas, Thea Cosnier
Publisher: ELSEVIER

A bicycle rebalancing model to minimize cost of operations and unmet demand in a docked network

Author(s): NTUA
Publisher: EURO2024

A Simulation-Optimization Approach for Ride-Pooling in Jerusalem

Author(s): Avital Shamir, David Epstein, Mor Kaspi
Publisher: The 4th Israeli Smart Transportation Research Center Annual & Students Conference

Designing Service Regions for Bike Sharing Systems: Integration with Public Transport Networks

Author(s): Zhenyu Wu, Shadi Sharif Azadeh, Luce Brotcorne
Publisher: EURO 2025

User-Centric Pricing and Trip Recommendation for Intermodal Mobility: A Bilevel Optimization Framework

Author(s): Mesut Can Köseoğlu, Shadi Sharif Azadeh, Luce Brotcorne
Publisher: IFORS 2026

Preference-based Optimization for Multimodal Trip Planning with Public Transport and Shared Mobility

Author(s): Yimeng Zhang*1, Oded Cats1, and Shadi Sharif Azadeh
Publisher: 1Transport & Planning Department, Delft University of Technology, The Netherlands

A Simulation-Optimization Approach for Ride-Pooling in Jerusalem

Author(s): Avital Shamir, David Epstein and Mor Kaspi
Publisher: Operations research society of Israel

An Integrated Framework for Analyzing Traffic Incidents and Optimizing Service Vehicle Deployment and Dispatch

Author(s): Mor Kaspi
Publisher: ISTRC

Short-term bike-sharing demand forecasting incorporating multiple sources of uncertainties

Author(s): Jingyi Chenga, Gonçalo Correiaa, Oded Catsa and Shadi Sharif Azadeha
Publisher: Conference in Emerging Technologies in Transportation Systems (TRC-30)

Two-stage XGBoost for short-term bike-sharing demand forecasting

Author(s): Jingyi Cheng1, Gon¸calo Correia1, Oded Cats1, Shadi Sharif Azadeh1
Publisher: International Conference on Optimization and Decision Science 2024 (ODS 2024)

Peer reviewed articles (9)

Shifting Car Users To Public Transport: A Utility-Based Approach For Selecting Areas For Feeder Services

Author(s): Olha Shulika, Hanna Vasiutina, Michał Bujak, Farnoud Ghasemi, Rafał Kucharski
Published in: Transportation Research Procedia, Issue 95, 2026, ISSN 2352-1465
Publisher: Elsevier BV
DOI: 10.1016/J.TRPRO.2026.02.094

Journal of Transport Geography

Author(s): Panagiotis G. Tzouras a , Anna Takayasu b , Konstantinos Kepaptsoglou a , Klaus Bogenberger b
Published in: Journal of Transport Geography, ISSN 0966-6923
Publisher: Pergamon Press Ltd.
DOI: 10.1016/J.JTRANGEO.2026.104551

Regulating ride-sourcing markets: Can minimum wage regulation protect drivers without disrupting the market?

Author(s): Farnoud Ghasemi, Arjan de Ruijter, Rafal Kucharski, Oded Cats
Published in: PLOS One, Issue 21, 2026, ISSN 1932-6203
Publisher: Public Library of Science (PLoS)
DOI: 10.1371/JOURNAL.PONE.0343616

SimFLEX: A methodology for comparative analysis of urban areas for implementing new on-demand feeder bus services

Author(s): Hanna Vasiutina, Olha Shulika, Michał Bujak, Farnoud Ghasemi, Rafał Kucharski
Published in: Journal of Public Transportation, Issue 27, 2025, ISSN 1077-291X
Publisher: Elsevier BV
DOI: 10.1016/J.JPUBTR.2025.100142

Bill It Right: Evaluating Public Charging Station Usage Behavior under the Presence of Different Pricing Policies

Author(s): Markus Fischer; Wibke Michalk; Cornelius Hardt; Klaus Bogenberger
Published in: World Electric Vehicle Journal, 2024, ISSN 2032-6653
Publisher: MDPI
DOI: 10.3390/wevj15040175

Regulating ride-sourcing markets: Can minimum wage regulation protect drivers without disrupting the market?

Author(s): Farnoud Ghasemi, Arjan de Ruijter, Rafal Kucharski, Oded Cats
Published in: PLOS One, Issue 21, 2026, ISSN 1932-6203
Publisher: Public Library of Science (PLoS)
DOI: 10.1371/JOURNAL.PONE.0343616

Balancing profit and traveller acceptance in ride-pooling personalised fares

Author(s): Michał Bujak, Rafał Kucharski
Published in: European Journal of Operational Research, Issue 333, 2026, ISSN 0377-2217
Publisher: Elsevier BV
DOI: 10.1016/J.EJOR.2025.12.025

Route Planning for Flexible Bus Services in Regional Cities and Rural Areas: Combining User Preferences with Spatial Analysis

Author(s): Stefanos Tsigdinos, Christos Karolemeas, Maria Siti, Kalliopi Papadaki, Konstantinos Athanasopoulos, Panagiotis G. Tzouras
Published in: Future Transportation, Issue 4, 2024, ISSN 2673-7590
Publisher: MDPI AG
DOI: 10.3390/futuretransp4040071

An exact approach for the static docked bike rebalancing problem that minimizes the routing costs and unmet demand under various geographic considerations

Author(s): Aliki Pouliasi, Amalia Nikolopoulou, Konstantinos Gkiotsalitis, Konstantinos Kepaptsoglou
Published in: Journal of Public Transportation, Issue 27, 2025, ISSN 1077-291X
Publisher: Elsevier BV
DOI: 10.1016/J.JPUBTR.2025.100141

Other (1)

Selecting the Most Promising Areas to Introduce Pooled Feeder Services When the Demand is Unknown: Case Study of Krakow, Poland

Author(s): Olha Shulika, Hanna Vasiutina, Michal Bujak, Farnoud Ghasemi, Rafał Kucharski
Published in: 2024
Publisher: Elsevier BV
DOI: 10.2139/ssrn.5026301