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Labs for prototyping future Mobility Data sharing cloud solutions

Livrables

Report on new Mobility Data sharing standards

This document will provide suggestion about future standards and norms to be adopted for improved data sharing Related task T23

Data Governance assessment

This document will provide an interdisciplinary outlook of the factors for success vs failure of respective data governance mechanisms Related task T25

Actors’ needs and cooperation framework report

This report will compile valuable information relating to data sharing scenarios as executed in other projects or stated by survey participants Related task T31

Legal and Regulatory Data sharing gap analysis

This document will compile all current legal and regulatory aspects for data sharing and will identify potential gaps that need to be solved for improved data sharing Related task T21

Recommendations on data sharing legal frameworks

This document will provide recommendations for future legal or regulatory evolutions to enhance data sharing. Related task: T2.1

"Project cooperation activities report #2"

This report will provide an update on all interactions with other EU/International projects, initiatives and networks. Related task: T6.5

Use cases definition (v2)

This document will prvoide and update on the use cases description and will incorporate the lessons learned in the Living Lab instances Related task T26

"Reporting on MobiDataLab events #1"

This report will list all the events in addition to Living Labs instances and will document the feedback from the activities and participants Related task T63

Exploitation Plan - final

This document will report on the exploitation activities from the partners and also will give a feedback on the exploitation workshops. Related task: T6.6

Analysis and conclusions on the data exchange culture

"The report will document and analysise the surveys done in Living Lab instances about the ""Data Exchange Culture"". Related task: T5.2"

State of the art on Mobility and Transport data protection technologies

This document will provide an updated state-of-the-art review of the protection technologies. It will provide some guidance on the future developments in the project. Related task: T2.2.

Data Governance recommendations

This document will provide recommendations of relevant data governance mechanisms which could be leveraged to enhance data sharing, and, when appropriate, include solutions on how they could be enshrined in the law. Related task: T2.5.

"Project cooperation activities report #1"

This report will document all interactions with other EUInternational projects initiatives and networks Related task T65

Report on Living Labs monitoring

This document will report on the execution of the Living Labs instances and will also include a list of good practices, a list of lessons learned and a list of advice for future iterations. Related task: T5.3

"Reporting on MobiDataLab events #3"

This report will give a final update on new events (in addition to Living Labs instances) and will document the feedback from the activities and participants. Related task: T6.3

Data sharing market technological developments monitoring

This document will list and analyse current market technological developments for transport data sharing Related task T32

Use cases definition (v1)

This document will define the use cases and associated requirements that will later adressed in the Living Lab instances. Related task: T2.6

Stakeholder group activities report

This report will document all activities and meetings with the Stakeholder groups. This will include their feedback and impacts on the project developments. Related task: T6.4

Dissemination Report

This report will define the dissemination plan for the project. It will identify and describe the target groups for dissemination activities and explain how and through which dissemination channels they will be reached. It will describe the main dissemination tools to be developed within the project and will identify project milestones which will be particularly important to link outreach activities to. Related tasks: T6.1 and T6.2

Exploitation Plan - initial

This document will provide the initial exploitation plan including the initial exploitation strategy from partners It will be a working document and will be updated regularly throughout the projects life cycle according to MobiDataLabs progress and outputs the findings on the market assessment and results of the exploitation workshops Related task T66

Data Sharing business and revenue models

This document will compile a set of business and revenue models for the stakeholders interested in enhancing their data sharing products and services especially Data Providers Service Providers Governments through the MobiDataLab Transport Cloud Related task T34

Market Gap Analysis report

This report will list the gaps between the demand and supply of data sharing services and will provide guidance on the new products and services to be includerd in the MobiDataLab Transport Cloud Related task T33

"Reporting on MobiDataLab events #2"

This report will give an update on new events in addition to Living Labs instances and will document the feedback from the activities and participants Related task T63

Report on enabling technologies for Transport Cloud

This document will provide and outlook on promising enabling technologies for Mobility and Transport data sharing. Related task: T2.4

Societal and Environmental Impacts of Data Sharing assessment framework

This document will provide an evaluation methodology to assess the impact of data sharing services provided by the new Transport Cloud and the related business models on the society and on the environment Related task T35

Transport Cloud Architecture dossier v1

This document will describe the architecture for the cloud solution supporting the data federation to enable the Europeanwide data sharing and transnational access to the information provided by the federated repositories Related task T41

Transport Cloud Architecture dossier v2

This document will describe an updated version of the architecture for the cloud solution It will integrate the feedback from initial experimentations with stakeholders

Report on expert committee activities

This document will report on the interactions with the Expert Committee, including results of the working meetings. Related task: T1.5

Report on Quantification and measurement of the data exchange culture

This report will document and analyse qualitatively but also quantitively when possible the hindrances and opportunities to data sharing by participants of Living Labs and experts and how those are satisfied with data sharing initiatives such as the Transport Cloud Related task T52

State of the art on Mobility Data sharing standards

This document will provide an updated state-of-the-art review on existing standards. This will provide guidance for the developments in the project and identify gaps to solve. Related task: T2.3.

Data protection tools v1

This prototype will include data processing modules that apply data protection and anonymization techniques to the data in the Transport Cloud. Related task: T4.5

Data protection tools v2

This second version of the prototype will include new additional data processing modules that apply data protection and anonymization techniques. It will include the feedback from Living Lab instances. Related task: T4.5

Data Enrichment Processors v2

This second version of the prototype will integrate new or updated open tools for data enrichment. It will capitalise from the developments in WP4 and feedback from Living Lab instances. Related task: T4.4

The Virtual Lab

The Virtual Lab will be a tool for the testing of the MobiDataLab Transport Cloud. It will include functionalities such as forums, polling, live data exchanges, live pair working (e.g., see https://codeshare.io/), etc. Related task: T5.1

Data Enrichment Processors v1

This prototype will contain a set of open tools allowing the (semantic, geographical, etc.) enrichment of data. Related task: T4.4

Data Access services v2 - Description of data access interfaces

This is the second version of the prototype integrating new data access services and data channels developed in WP4 and tested in the Living Lab instances. Related task: T4.3

Data Access services v1 - Pilot set of data provided via services and initial interfaces

This prototype will constitue the practical integration of available data access services and data channels. Availability, documentation and usability will be key assets of this prototype. Related task: T4.3

Reference Data Catalogue v1

This catalogue will reference all open transport datasets and corresponding metadata in the territorial context and specific domains of the “Reference Group” of MobiDataLab stakeholders. Related task: T4.2

Reference Data Catalogue v2

This catalogue will update the reference datasets gathered in the previous version and will include new datasets identified during the Living Lab instances. Related task: T4.2

Data Management Plan (final)

This document will report the Data Management activities made during the project. Related task: T1.4

Data Management Plan (2nd issue)

This report will provide an update of the Data Management Plan including potential evolution of the procedures defined at the beginning of the project Related task T14

Data Management Plan (1st issue)

The Data Management Plan will define all the procedures to handle the data collected or generated and how it will be processed and preserved. Related task: T1.4

Publications

MAT-Builder: a System to Build Semantically Enriched Trajectories

Auteurs: Chiara Pugliese,Francesco Lettich, Chiara Renso, Fabio Pinelli
Publié dans: 2022 23rd IEEE International Conference on Mobile Data Management (MDM), 2022
Éditeur: IEEE
DOI: 10.1109/mdm55031.2022.00058

Mobility Data Science (Dagstuhl Seminar 22021)

Auteurs: Mokbel, Mohamed ; Sakr, Mahmoud ; Xiong, Li ; Züfle, Andreas ; Almeida, Jussara ; Anderson, Taylor ; Aref, Walid ; Andrienko, Gennady ; Andrienko, Natalia ; Cao, Yang ; Chawla, Sanjay ; Cheng, Reynold ; Chrysanthis, Panos ; Fei, Xiqi ; Ghinita, Gabriel ; Graser, Anita ; Gunopulos, Dimitrios ; Jensen, Christian ; Kim, Joon-Sook ; Kim, Kyoung-Sook ; Kröger, Peer ; Krumm, John ; Lauer, Johannes ; M
Publié dans: Dagstuhl Reports volume 12, Numéro 23/08/2022, 2022
Éditeur: Dagstuhl Reports
DOI: 10.4230/dagrep.12.1.1

Towards a Federated Learning Approach for Privacy-aware Analysis of Semantically Enriched Mobility Data : , June 2021, available at

Auteurs: Zaineb Chelly Dagdia, Chiara Renso, Karine Zeitouni, Nazim Agoulmine
Publié dans: FRAME '21: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge 2021, 2021
Éditeur: FRAME '21
DOI: 10.1145/3452369.3463823

A general methodology for building multiple aspect trajectories

Auteurs: Francesco Lettich, Chiara Pugliese, Chiara Renso, Fabio Pinelli
Publié dans: SAC '23: Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, Numéro March 2023, 2023, Page(s) Pages 515–517
Éditeur: SAC '23
DOI: 10.1145/3555776.3577832

Summarizing Trajectories Using Semantically Enriched Geographical Context

Auteurs: Chiara Pugliese, Francesco Lettich, Fabio Pinelli, Chiara Renso
Publié dans: 31st ACM SIGSPATIAL Conference, Numéro Nov 2023, 2023
Éditeur: SIGSPATIAL
DOI: 10.1145/3589132.3625587

A Federated Cloud Solution for Transnational Mobility Data Sharing

Auteurs: Emanuele Carlini, Thierry Chevalier, Patrizio Dazzi, Francesco Lettich, Raffaele Perego, Chiara Renso, Salvatore Trani
Publié dans: Proceedings of the 30th Italian Symposium on Advanced Database Systems, SEBD 2022, Tirrenia (PI), Italy, June 19-22, 2022, 2022
Éditeur: ceur

Generation of Synthetic Trajectory Microdata from Language Models

Auteurs: A. Blanco-Justicia, N. Jebreel, J. A. Manjón and J. Domingo-Ferrer
Publié dans: Lecture Notes in Computer Science - Privacy in Statistial Databases 2022, Numéro 03029743, 2022, Page(s) 172-187, ISSN 0302-9743
Éditeur: Springer, Cham
DOI: 10.1007/978-3-031-13945-1_13

Cloud and Data Federation in MobiDataLab

Auteurs: Emanuele Carlini, Patrizio Dazzi, Francesco Lettich, Raffaele Perego, Chiara Renso
Publié dans: FRAME '21: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge 2021, 2021
Éditeur: FRAME '21
DOI: 10.1145/3452369.3463819

Making it easy for transport stakeholders to share mobility data

Auteurs: Thierry Chevallier, Johannes Lauer, Chiara Renso, Alberto Blanco-Justicia, Didier De Ryck, Alexandros Papacharalampous
Publié dans: TRA Lisbon 2022 Conference Proceedings Transport Research Arena (TRA Lisbon 2022),14th-17th November 2022, Lisboa, Portugal, Numéro 2023, 2023, Page(s) pp 2237-2244
Éditeur: Elsevier B.V.
DOI: 10.1016/j.trpro.2023.11.711

Intelligent Transport Systems & data protection: welcome to the jungle (part I)

Auteurs: Aliki Benmayor
Publié dans: CITIP Blog, 2022
Éditeur: CITIP

Semantic Enrichment of Mobility Data: A Comprehensive Methodology and the MAT-BUILDER System.

Auteurs: Francesco Lettich, Chiara Pugliese, Chiara Renso, Fabio Pinelli
Publié dans: IEEE Access 11: 90857-90875 (2023), Numéro August 2023, 2023, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3307824

Decentralized k-anonymization of trajectories via privacy-preserving tit-for-tat

Auteurs: J. Domingo-Ferrer, S. Martínez and D. Sánchez
Publié dans: Computer Communications, Numéro 01403664, 2022, Page(s) 57-68, ISSN 0140-3664
Éditeur: Elsevier BV
DOI: 10.1016/j.comcom.2022.04.011

Discussing Metadata Challenges in Transport Planning: The Case of MobiDataLab Platform

Auteurs: Alan Américo da Silva
Publié dans: Master Thesis at the TU Dortmund - Department of Spatial Planning, Numéro 07/12/2023, 2023
Éditeur: TU Dortmund

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