The CQL continuous query language: semantic foundations and query execution
The VLDB Journal — The International Journal on Very Large Data Bases
C-SPARQL: SPARQL for continuous querying
Proceedings of the 18th international conference on World wide web
A framework to support spatial, temporal and thematic analytics over semantic web data
A framework to support spatial, temporal and thematic analytics over semantic web data
Citizen Sensing, Social Signals, and Enriching Human Experience
IEEE Internet Computing
Streaming SPARQL extending SPARQL to process data streams
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
Geospatial stream query processing using Microsoft SQL Server StreamInsight
Proceedings of the VLDB Endowment
Semantic middleware for e-Science knowledge spaces
Concurrency and Computation: Practice & Experience
ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part I
SSTDE: an open source semantic spatiotemporal data engine for sensor web
Proceedings of the First ACM SIGSPATIAL Workshop on Sensor Web Enablement
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Geo-referenced data streams (geostreams) have created major challenges on streaming data management, query, and integration. Semantically managing geostream data has the potential to provide better data integration and reasoning. We develop an open source Semantic GeoStreaming Toolkit (SGST) that aims to provide an integrated sensor data management solution. In particular, this paper uses the Open Geospatial Consortium (OGC) GeoSPARQL recommendation and a time-annotated RDF streaming data management service. The toolkit offers geostreaming data management, fetching, and RESTful web services. We demonstrate SGST with two real-world use cases including USGS earthquake GeoRSS feeds and geo-referenced Twitter feeds for citizen sensing. Issues related to interoperability, performance, and full support of GeoSPARQL are discussed.