posted by user: bigspatial2019 || 2522 views || tracked by 2 users: [display]

BigSpatial 2019 : 8th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data (BigSpatial 2019)

FacebookTwitterLinkedInGoogle

Link: https://bigspatial2019.github.io/
 
When Nov 5, 2019 - Nov 5, 2019
Where Chicago, IL, USA
Submission Deadline Aug 31, 2019
Notification Due Sep 21, 2019
Final Version Due Oct 4, 2019
Categories    big spatial analysis   spatiotemporal data mining   high performance computing
 

Call For Papers

8th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data (BigSpatial 2019)

Big data is currently the hottest topic for data researchers and scientists with huge interests from the industry and federal agencies alike, as evident in the recent White House initiative on “Big data research and development”. Within the realms of big data, spatial and spatio-temporal data is one of fastest growing types of data and poses a massive challenge to researchers who deal with analyzing such data. With advances in remote sensors, sensor networks, and the proliferation of location sensing devices in daily life activities and common business practices, the generation of disparate, dynamic, and geographically distributed spatiotemporal data has exploded in recent years. In addition, significant progress in ground, air- and space-borne sensor technologies has led to an unprecedented access to earth science data for scientists from different disciplines, interested in studying the complementary nature of different parameters.

The 8th workshop on Analytics for Big Geospatial Data aims to bring together researchers from academia, government and industrial research labs who are working in the area of spatial analytics with an eye towards massive data sizes. The objective of this workshop is to provide a platform for researchers engaged in addressing the big data aspect of spatial and spatio-temporal data analytics to present and discuss their ideas. We invite participants from industry, academia, and government to participate in this event and share, contribute, and discuss the emerging big data challenges in the context of spatial and spatio-temporal data analysis.

Topics of Interest:
The workshop welcomes contributions in the area of large scale analytics for spatial and spatio-temporal data. The topics include:

1. Scalable analysis algorithms for spatial and spatio-temporal data mining
2. Novel applications on high performance computing frameworks (Clusters, GPU, cloud, Grid) for large scale spatial and spatio-temporal analysis
3. Performance studies comparing clouds, grids, and clusters for spatial and spatio-temporal analytics
4. Novel indexing methods for massive geospatial data
5. Visualization of massive geospatial data
6. Customizations and extensions of existing software infrastructures such as Hadoop for spatial, and spatiotemporal data mining
7. Applications of big data analysis: Climate Change, Disaster Management, Monitoring Critical Infrastructures, Transportation

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

1. Regular Research Papers: These papers should report original research results or significant case studies. They should be at most 10 pages.
2. Position Papers: These papers should report novel research directions or identify challenging problems. They should be at most 4 pages.

Manuscripts should be submitted in PDF format and formatted using the ACM camera-ready templates. Submissions are limited to 10 pages. All submissions should clearly present the author information including the names of the authors, the affiliations and the emails. The papers should be submitted through the workshop submission system. One author per accepted workshop paper is required to register for both the main SIGSPATIAL conference and the workshop, to attend the workshop, and to present the accepted paper in the workshop.

Important Dates:
Paper Submission: August 31, 2019
Notification of Acceptance: September 21, 2019
Camera Ready Paper Due: October 5, 2019

All submissions are due at 11:59 PM Pacific Standard Time.

Related Resources

BigSpatial 2022   10th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data
ACIJ 2022   Advanced Computing: An International Journal
SoCAV 2023   2023 International Symposium on Connected and Autonomous Vehicles (SoCAV 2023)
ICMAI--SCI 2023   2023 8th International Conference on Mathematics and Artificial Intelligence (ICMAI 2023)--SCI
MLDM 2023   18th International Conference on Machine Learning and Data Mining
ISC HPC 2023   ISC High Performance 2023
IEEE SSCI 2023   2023 IEEE Symposium Series on Computational Intelligence
HP3C--Ei 2023   2023 7th International Conference on High Performance Compilation, Computing and Communications (HP3C 2023)
ICACII 2023   2nd International Conference on Advances in Computational Intelligence and Informatics
ICDM 2023   23rd Industrial Conference on Data Mining