BMDA 2021 : Big Mobility Data Analytics
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
** 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
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
- 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].
- 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
- 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
- VesselAI (Enabling Maritime Digitalization by Extreme-scale Analytics, AI and Digital Twins, 2021-23)
- MASTER (Multiple Aspects Trajectory Management and Analysis, 2018-22)