Nowadays, it is the era of “Big Data” where large amounts of real-time streaming data are emitted from sensors, imagery and mobile devices. In addition to the temporal nature of this stream data, various sources provide stream data that has geographical locations and/or spatial extents, such as geotagging twitter streams, mobile GPS location streams, spatial temporal image streams, and so on. On one hand, this amount of streamed data has been a major propeller to advance the state of the art in geographic information systems. On the other hand, the ability to process, mine, and analyze that massive amount of data in a timely manner prevented researchers from making full use of the incoming stream data. The geostreaming term refers to the ongoing effort in academia and industry to process, mine and analyze stream data with geographic and spatial information.
This workshop addresses the research communities in both stream processing and geographic information systems. It brings 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 “GeoStreaming”.
We encourage researchers from academia and industry to submit papers that highlight the value of GeoStream data processing, analyzing, and mining on topics that include, but not limited to the following:
Spatio-temporal stream systems
Spatio-temporal stream query processing
Real-time mining of spatial and spatio-temporal data
Location-aware stream systems
Privacy preserving in mobile object databases
Traffic monitoring and prediction
Geosensing technologies and their application
Geosampling and probabilistic spatial stream query processing
Real-time geographical information extraction and retrieval
Geosocial networks
Main memory and/or real time indexing of moving objects
Real-time spatial data visualization
Spatio-temporal stream processing on cloud
Participatory spatio-temporal data streams and Volunteered Geographic Information (VGI) systems
Use of hardware acceleration in real-time stream processing
The use of stream processing in traffic management, aerospace, earthquake physics, geodynamics, weather forecasting, asset management and scientific applications
10月31日
2016
会议日期
初稿截稿日期
注册截止日期
2017年11月07日 美国 Redondo Beach
8th ACM SIGSPATIAL International Workshop on GeoStreaming2013年11月05日 美国
4th ACM SIGSPATIAL International Workshop on GeoStreaming (IWGS)
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