posted by user: chiararenso || 2136 views || tracked by 1 users: [display]

BMDA 2021 : Big Mobility Data Analytics

FacebookTwitterLinkedInGoogle

Link: http://www.datastories.org/bmda21/
 
When Mar 23, 2021 - Mar 23, 2021
Where Cyprus
Submission Deadline Dec 21, 2020
Notification Due Jan 18, 2021
Final Version Due Jan 29, 2021
Categories    mobility data   big data   trajectories   AI
 

Call For Papers

BMDA 2021 Call for papers

----------------------------------

4th International Workshop on Big Mobility Data Analytics (BMDA)

co-located with EDBT/ICDT Conference, March 23 – 26, 2021 Nicosia, Cyprus

http://www.datastories.org/bmda21/
https://edbticdt2021.cs.ucy.ac.cy/workshops/

** DEADLINE EXTENSION to Dec. 21, 2020 (11:59PM PDT) **

** Selected accepted papers will be considered for a special issue at Springer's Geoinformatica journal (confirmed) **

** Keynote Speaker: Prof. Kristian Torp
Keynote Talk: Using Large Trajectory Dataset for Quantifying Mobility
http://www.datastories.org/bmda21/BMDA21Keynote.html **



Workshop Description

================

From spatial to spatio-temporal and, then, to mobility data. So, what’s next? it is the rise of mobility-aware integrated Big Data analytics. The Big Mobility Data Analytics (BMDA) workshop, initiated in 2018 with EDBT Conference, aims at bringing together experts in the field from academia, industry and research labs to discuss the lessons they have learned over the years, to demonstrate what they have achieved so far, and to plan for the future of “mobility”.



In its 4th edition, the BMDA workshop will foster the exchange of new ideas on multidisciplinary real-world problems, discuss proposals about innovative solutions, and identify emerging opportunities for further research in the area of big mobility data analytics, such as deep learning on mobility data, edge computing, visual analytics, etc. The workshop intends to bridge the gap between researchers and big mobility data stakeholders, including experts from critical domains, such as urban / maritime / aviation transportation, human complex networks, etc.



Multiple fields of data analytics relate to the objectives of this workshop, including, but not limited to:

- Fundamentals of mobility data analytics

- Big data platforms for mobility data analytics

- Parallel / streaming / edge data processing for mobility analytics

- Predictive analytics using mobility data

- Complex event detection for moving objects

- Visual analytics on big mobility data

- Mobility-as-a-Service

- Interactive traffic analysis with GPS data

- Urban / maritime / aviation traffic flow forecasting, travel time prediction

- Integration / interlinking of mobility with societal data

- Geo-social networks

- Social computing / spatial epidemiology and COVID-19 contact tracing

- Philosophical / ethical / privacy issues on mobility data analytics




Paper Submission Procedure, Workshop Proceedings, Journal special section

=======================================================

We invite papers discussing novel research and ideas without substantial overlap with papers that have been published or submitted to a journal or a conference with proceedings. Submitted papers can be of two types:

- Regular Research Papers: these papers should report original research results or significant case studies. They should be 5000-8000 words (at most 8 pages) long.

- Demo Papers: these papers should showcase cutting-edge mobility data analytics software. They should be 2500-4000 words (at most 4 pages) long.



Submissions should be formatted using the EDBT/ICDT 2021 camera-ready template [https://github.com/EDBT2021/Template] and submitted through the workshop submission system at EasyChair [https://easychair.org/conferences/?conf=bmda21].


Following the tradition of recent EDBT/ICDT workshops, all workshop papers will be published online at CEUR [http://ceur-ws.org/]. All submitted papers will be peer reviewed by at least three reviewers. If accepted, at least one of the authors must attend the workshop to present the work.


As with the previous BMDA editions, selected accepted papers will be considered for a special issue of Geoinformatica [https://www.springer.com/journal/10707].



Important dates

===========

- Paper Submission: EXTENDED -- *** Dec. 21, 2020 (11:59PM PDT) ***

- Notification of Acceptance: Jan. 18, 2021

- Camera Ready Paper Due: Jan. 29, 2021

- Workshop date: March 23, 2021




Organization and Support

==================

Workshop organizers:

- Cyril Ray, Arts & Métiers Institute of Technology and Naval Academy, France

- Chiara Renso, ISTI - CNR Pisa, Italy

- Mahmoud Sakr, Université Libre de Bruxelles, Belgium

- Yannis Theodoridis, University of Piraeus, Greece -- primary contact



Supported by:

- VesselAI (Enabling Maritime Digitalization by Extreme-scale Analytics, AI and Digital Twins, 2021-23)

- MASTER (Multiple Aspects Trajectory Management and Analysis, 2018-22)


Related Resources

CDMA 2024   8th International Conference on Data Science and Machine Learning
IEEE COINS 2024   IEEE COINS 2024 - London, UK - July 29-31 - Hybrid (In-Person & Virtual)
ICBICC 2024   2024 International Conference on Big Data, IoT, and Cloud Computing (ICBICC 2024)
ACM-Ei/Scopus-CCISS 2024   2024 International Conference on Computing, Information Science and System (CCISS 2024)
DSIT 2024   2024 7th International Conference on Data Science and Information Technology (DSIT 2024)
ICoSR 2024   2024 3rd International Conference on Service Robotics
BDCAT 2024   IEEE/ACM Int’l Conf. on Big Data Computing, Applications, and Technologies
SoCAV 2024   2024 International Symposium on Connected and Autonomous Vehicles (SoCAV 2024)
IEEE BigData 2024   2024 IEEE International Conference on Big Data
NLDB 2024   The 29th International Conference on Natural Language & Information Systems