TY - GEN
T1 - A semantic processing framework for IoT-enabled communication systems
AU - Ali, Muhammad Intizar
AU - Ono, Naomi
AU - Kaysar, Mahedi
AU - Griffin, Keith
AU - Mileo, Alessandra
N1 - Publisher Copyright:
© Springer International Publishing Switzerland 2015.
PY - 2015
Y1 - 2015
N2 - Enterprise Collaboration Systems are designed in such a way to maximise the efficiency of communication and collaboration within the enterprise. With users becoming mobile, the Internet of Things can play a crucial role in this process, but is far from being seamlessly integrated in modern online communications. In this paper, we showcase the use of a solution that goes beyond today’s ad-hoc integration and processing of heterogeneous data sources for static and streaming data, providing more flexible and efficient processing techniques that can bridge the gap between IoT and online Enterprise Communication Systems. We document the technologies used for sensor deployment, sensor data acquisition based on the OpenIoT framework, and stream federation. Our main contributions are the following, i) we present a conceptual architecture of IoT-enabled Communication Systems, that builds upon existing frameworks for semantic data acquisition, and tools to enable continuous processing, discovery and federation of dynamic data sources based on Linked Data; ii) we present a semantic information model for representing and linking IoT data, social data and personal data by re-using and extending the existing standard semantic models; iii) we evaluate the performance of virtualisation of IoT sources based on OpenIoT in our testbed and show the impact of transmission, annotation and data storage, as well as initial results on scalability of RDF stream query processing in such a framework, providing guidelines and directions for optimisation.
AB - Enterprise Collaboration Systems are designed in such a way to maximise the efficiency of communication and collaboration within the enterprise. With users becoming mobile, the Internet of Things can play a crucial role in this process, but is far from being seamlessly integrated in modern online communications. In this paper, we showcase the use of a solution that goes beyond today’s ad-hoc integration and processing of heterogeneous data sources for static and streaming data, providing more flexible and efficient processing techniques that can bridge the gap between IoT and online Enterprise Communication Systems. We document the technologies used for sensor deployment, sensor data acquisition based on the OpenIoT framework, and stream federation. Our main contributions are the following, i) we present a conceptual architecture of IoT-enabled Communication Systems, that builds upon existing frameworks for semantic data acquisition, and tools to enable continuous processing, discovery and federation of dynamic data sources based on Linked Data; ii) we present a semantic information model for representing and linking IoT data, social data and personal data by re-using and extending the existing standard semantic models; iii) we evaluate the performance of virtualisation of IoT sources based on OpenIoT in our testbed and show the impact of transmission, annotation and data storage, as well as initial results on scalability of RDF stream query processing in such a framework, providing guidelines and directions for optimisation.
KW - Communication systems
KW - IoT
KW - Linked data
KW - OpenIoT
KW - RDF stream processing
KW - Stream federation
UR - https://www.scopus.com/pages/publications/84952653517
U2 - 10.1007/978-3-319-25010-6_14
DO - 10.1007/978-3-319-25010-6_14
M3 - Conference Publication
SN - 9783319250090
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 241
EP - 258
BT - The Semantic Web – ISWC 2015 - 14th International Semantic Web Conference, Proceedings
A2 - Arenas, Marcelo
A2 - Corcho, Oscar
A2 - Simperl, Elena
A2 - Strohmaier, Markus
A2 - d’Aquin, Mathieu
A2 - Srinivas, Kavitha
A2 - Groth, Paul
A2 - Dumontier, Michel
A2 - Heflin, Jeff
A2 - Thirunarayan, Krishnaprasad
A2 - Staab, Steffen
PB - Springer-Verlag
T2 - 14th International Semantic Web Conference, ISWC 2015
Y2 - 11 October 2015 through 15 October 2015
ER -