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MASTER SIGNED

Multiple ASpects TrajEctoRy management and analysis

Total Cost €

0

EC-Contrib. €

0

Partnership

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Project "MASTER" data sheet

The following table provides information about the project.

Coordinator
CONSIGLIO NAZIONALE DELLE RICERCHE 

Organization address
address: PIAZZALE ALDO MORO 7
city: ROMA
postcode: 185
website: www.cnr.it

contact info
title: n.a.
name: n.a.
surname: n.a.
function: n.a.
email: n.a.
telephone: n.a.
fax: n.a.

 Coordinator Country Italy [IT]
 Total cost 576˙000 €
 EC max contribution 504˙000 € (88%)
 Programme 1. H2020-EU.1.3.3. (Stimulating innovation by means of cross-fertilisation of knowledge)
 Code Call H2020-MSCA-RISE-2017
 Funding Scheme MSCA-RISE
 Starting year 2018
 Duration (year-month-day) from 2018-03-01   to  2022-02-28

 Partnership

Take a look of project's partnership.

# participants  country  role  EC contrib. [€] 
1    CONSIGLIO NAZIONALE DELLE RICERCHE IT (ROMA) coordinator 166˙500.00
2    CHAROKOPEIO PANEPISTIMIO EL (ATHINA) participant 99˙000.00
3    UNIVERSITA CA' FOSCARI VENEZIA IT (VENEZIA) participant 85˙500.00
4    UNIVERSITE DE VERSAILLES SAINT-QUENTIN-EN-YVELINES. FR (VERSAILLES) participant 81˙000.00
5    UNIVERSITY OF PIRAEUS RESEARCH CENTER EL (PIRAEUS) participant 72˙000.00
6    DIMOS THIRAS EL (FIRA) participant 0.00
7    DALHOUSIE UNIVERSITY CA (HALIFAX) partner 0.00
8    FACULDADES CATOLICAS ASSOCIACAO SEM FINS LUCRATIVOS BR (RIO DE JANEIRO) partner 0.00
9    UNIVERSIDADE FEDERAL DE SANTA CATARINA. BR (FLORIANOPOLIS) partner 0.00
10    UNIVERSIDADE FEDERAL DO CEARA BR (FORTALEZA) partner 0.00

Map

 Project objective

An ever-increasing number of diverse, real-life applications, ranging from mobile phone calls to social media and land, sea, and air surveillance systems, produce massive amounts of spatio-temporal data representing trajectories of moving objects. Trajectories, commonly represented by sequences of timestamps and position coordinates, thanks to the high availability of contextual and semantic-rich data can be enriched and are evolving to more comprehensive and semantically significant objects. In the MASTER project we envision holistic trajectories, meaning trajectories characterized by the fact that the spatio-temporal and semantic aspects are intimately correlated and should be considered as a whole. However current state of art does not provide management and analysis methods “ready for use” for these multiple aspects trajectories. The overarching objective of this project is to form an international and inter-sectoral network of partners working on a joint research programme by developing methods to build, manage and analyse multiple aspects trajectories. These methods are driven by application scenarios from three different domains: tourism, sea monitoring and public transportation.

 Deliverables

List of deliverables.
First version of similarity measures and analysis methods for holistic trajectories Documents, reports 2020-03-11 14:42:15
Revision of the applications scenarios Documents, reports 2020-03-11 14:42:16
Data Management and enrichment methods for holistic trajectories Documents, reports 2020-03-11 14:42:21
Requirements for application scenarios Documents, reports 2020-02-24 13:52:18
Project Web Site Websites, patent fillings, videos etc. 2020-02-24 13:52:18

Take a look to the deliverables list in detail:  detailed list of MASTER deliverables.

 Publications

year authors and title journal last update
List of publications.
2019 Konstantinos Kapadais, Iraklis Varlamis, Christos Sardianos, Konstantinos Tserpes
A Framework for the Detection of Search and Rescue Patterns Using Shapelet Classification
published pages: 192, ISSN: 1999-5903, DOI: 10.3390/fi11090192
Future Internet 11/9 2020-03-05
2020 Emanuele Carlini; Vinicius Monteiro de Lira; Amilcar Soares; Mohammad Etemad; Bruno Brandoli Machado; Stan Matwin
Uncovering vessel movement patterns from AIS data with graph evolution analysis
published pages: , ISSN: , DOI: 10.5281/zenodo.3685892
2020-03-05
2019 Lucas May Petry, Carlos Andres Ferrero, Luis Otavio Alvares, Chiara Renso, Vania Bogorny
Towards semantic‐aware multiple‐aspect trajectory similarity measuring
published pages: 960-975, ISSN: 1361-1682, DOI: 10.1111/tgis.12542
Transactions in GIS 23/5 2020-03-05
2019 Ronaldo dos Santos Mello, Vania Bogorny, Luis Otavio Alvares, Luiz Henrique Zambom Santana, Carlos Andres Ferrero, Angelo Augusto Frozza, Geomar Andre Schreiner, Chiara Renso
MASTER: A multiple aspect view on trajectories
published pages: 805-822, ISSN: 1361-1682, DOI: 10.1111/tgis.12526
Transactions in GIS 23 2020-03-05
2018 Vinicius Monteiro de Lira, Raffaele Perego, Chiara Renso, Salvatore Rinzivillo, Valeria Cesario Times
Boosting Ride Sharing With Alternative Destinations
published pages: 2290-2300, ISSN: 1524-9050, DOI: 10.1109/TITS.2018.2836395
IEEE Transactions on Intelligent Transportation Systems 19/7 2020-02-24
2018 Andrea Esuli, Lucas May Petry, Chiara Renso, Vania Bogorny
Traj2User: exploiting embeddings for computing similarity of users mobile behavior
published pages: , ISSN: , DOI:
arXiv.org 2020-02-24
2018 Fragkiskos Gryllakis, Nikos Pelekis, Christos Doulkeridis, Stylianos Sideridis, Yannis Theodoridis
Spatio-Temporal-Keyword Pattern Queries over Semantic Trajectories with Hermes@Neo4j
published pages: , ISSN: , DOI: 10.5441/002/edbt.2018.83
Proceedings of the 21st International Conference on Extending Database Technology (EDBT) 2020-02-24
2018 Mariem BRAHEM, Karine Zeitouni, Laurent Yeh
ASTROIDE: A Unified Astronomical Big Data Processing Engine over Spark
published pages: 1-1, ISSN: 2332-7790, DOI: 10.1109/TBDATA.2018.2873749
IEEE Transactions on Big Data 2020-02-24
2018 Panagiotis Nikitopoulos, Aris Paraskevopoulos, Christos Doulkeridis, Nikos Pelekis and Yannis Theodoridis
Hot Spot Analysis over Big Trajectory Data
published pages: , ISSN: , DOI:
EEE Int’l Conference on BIG DATA (BigData2018) 2020-02-24
2018 Livia Ruback, Claudio Lucchese, Alexander Arturo Mera Caraballo, Grettel Monteagudo García, Marco Antonio Casanova, Chiara Renso
Computing Entity Semantic Similarity by Features Ranking
published pages: , ISSN: , DOI:
arXiv.org 2020-02-24
2019 Antonios Makris, Giannis Spiliopoulos, Konstantinos Tserpes, Dimosthenis Anagnostopoulos
Performance Evaluation of MongoDB and PostgreSQL for spatio-temporal data
published pages: , ISSN: , DOI:
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference (EDBT/ICDT 2019) 2020-02-24
2019 Iraklis Varlamis, Konstantinos Tserpes, Mohammad Etemad, Amilcar Soares Junior, Stan Matwin
A Network Abstraction of Multi-vessel Trajectory Data for Detecting Anomalies
published pages: , ISSN: , DOI:
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference (EDBT/ICDT 2019) 2020-02-24
2019 S. Giotakis, N. Pelekis
On Preserving Sensitive Information of Multiple Aspect Trajectories In-House.
published pages: , ISSN: , DOI:
Proceedings of the 1st Workshop on Fairness, Accountability, Transparency, Ethics, and Society on the Web (FATES), in conjunction with The Web Conference 2019, 2020-02-24
2019 Nikolaos Koutroumanis, Georgios M. Santipantakis, Apostolos Glenis, Christos Doulkeridis, George A. Vouros
Integration of Mobility Data with Weather Information
published pages: , ISSN: , DOI:
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference (EDBT/ICDT 2019) 2020-02-24
2019 Alexandros Kontarinis, Karine Zeitouni, Claudia Marinica, Dan Vodislav, Dimitris Kozinos
Towards a Semantic Indoor Trajectory Model
published pages: , ISSN: , DOI:
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference (EDBT/ICDT 2019) 2020-02-24
2018 Livia Almada Cruz, Karine Zeitouni, José A. F. de Macedo
Trajectory Prediction from External Sensor Data using Recurrent Neural Networks
published pages: , ISSN: , DOI:
International Conference on Big Data and Cyber-Security Intelligence (BDCSIntell) 2020-02-24

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