ABSTRACT
Challenges the Internet of Things (IoT) is facing are directly inherited from today's Internet. However, they are amplified by the anticipated large scale deployments of devices and services, information flow and direct user involvment in the IoT. Challenges are many and we focus on addressing those related to scalability, heterogeneity of IoT components, and the highly dynamic and unknown nature of the network topology. In this paper, we give an overview of a service-oriented middleware solution that addresses those challenges using semantic technologies to provide interoperability and flexibility. We especially focus on modeling a set of ontologies that describe devices and their functionalities and thoroughly model the domain of physics. The physics domain is indeed at the core of the IoT, as it allows the approximation and estimation of functionalities usually provided by things. Those functionalities will be deployed as services on appropriate devices through our middleware.
- T. Teixeira, S. Hachem, V. Issarny, and N. Georgantas, "Service oriented middleware for the internet of things: A perspective," in Servicewave, to appear end of October 2011. Google ScholarDigital Library
- M. Presser, P. Barnaghi, M. Eurich, and C. Villalonga, "The SENSEI project: Integrating the physical world with the digital world of the network of the future," IEEE Communications Magazine, pp. 1--4, 2009.Google ScholarCross Ref
- W. Zhang and K. Hansen, "An evaluation of the NSGA-II and MOCell genetic algorithms for self-management planning in a pervasive service middleware," in 14th IEEE International Conference on Engineering of Complex Computer Systems, 2009, pp. 192--201. Google ScholarDigital Library
- M. Eisenhauer, P. Rosengren, and P. Antolin, "Hydra: A development platform for integrating wireless devices and sensors into ambient intelligence systems," The Internet of Things, pp. 367--373, 2010.Google ScholarCross Ref
- W. Zhang and K. Hansen, "Semantic web based self-management for a pervasive service middleware," in 2nd IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2008, pp. 245--254. Google ScholarDigital Library
- L. Atzori, A. Iera, and G. Morabito, "The internet of things: A survey," Computer Networks, vol. 54, no. 15, pp. 2787--2805, 2010. Google ScholarDigital Library
- D. Guinard, V. Trifa, S. Karnouskos, P. Spiess, and D. Savio, "Interacting with the SOA-Based internet of things: Discovery, query, selection, and on-demand provisioning of Web Services," IEEE transactions on Services Computing, vol. 3, no. 3, pp. 223--235, 2010. Google ScholarDigital Library
- N. Guarino, M. Carrara, and P. Giaretta, "An ontology of meta-level categories," in 4th International Conference Principles of Knowledge Representation and Reasoning. Citeseer, 1994, pp. 270--280.Google Scholar
- H. Neuhaus and M. Compton, "The semantic sensor network ontology," in AGILE Workshop on Challenges in Geospatial Data Harmonisation, Hannover, Germany, 2009, pp. 1--33.Google Scholar
- M. Gomez, A. Preece, M. Johnson, G. De Mel, W. Vasconcelos, C. Gibson, A. Bar-Noy, K. Borowiecki, T. La Porta, D. Pizzocaro, et al., "An ontology-centric approach to sensor-mission assignment," Knowledge Engineering: Practice and Patterns, pp. 347--363, 2008. Google ScholarDigital Library
- W. Kuhn, "A functional ontology of observation and measurement," GeoSpatial Semantics, pp. 26--43, 2009. Google ScholarDigital Library
- D. Cook, J. Mejino Jr, M. Neal, and J. Gennari, "Bridging biological ontologies and biosimulation: the ontology of physics for biology," in AMIA Annual Symposium Proceedings, vol. 2008. American Medical Informatics Association, 2008, pp. 136--140.Google Scholar
- M. Eid, R. Liscano, and A. El Saddik, "A universal ontology for sensor networks data," in IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, 2007, pp. 59--62.Google Scholar
- J. Liu and F. Zhao, "Towards semantic services for sensor-rich information systems," in 2nd International Conference on Broadband Networks, 2005, pp. 967--974.Google Scholar
- A. Devaraju, H. Neuhaus, K. Janowicz, and M. Compton, "Combining process and sensor ontologies to support geo-sensor data retrieval," in 6th International Conference on Geographic Information Science. Citeseer, 2010, pp. 1--5.Google Scholar
- T. Narock, A. Szabo, and J. Merka, "Using semantics to extend the space physics data environment," Computers and Geosciences, pp. 791--797, 2009. Google ScholarDigital Library
- J. Honkola, H. Laine, R. Brown, and O. Tyrkko, "Smart-M3 information sharing platform," in IEEE Symposium on Computers and Communications (ISCC), 2010, pp. 1041--1046. Google ScholarDigital Library
- D. Massaguer, M. Diallo, S. Mehrotra, and N. Venkatasubramanian, "Middleware for pervasive spaces: Balancing privacy and utility," in 10th International Middleware Conference Middleware: ACM/IFIP/USENIX, ser. LNCS, 2009, vol. 5896, pp. 247--267. Google ScholarDigital Library
- K. Aberer, M. Hauswirth, and A. Salehi, "Infrastructure for data processing in large-scale interconnected sensor networks," in International Conference on Mobile Data Management, 2007, pp. 198--205. Google ScholarDigital Library
- D. Le-Phuoc and M. Hauswirth, "Linked open data in sensor data mashups," Semantic Sensor Networks, pp. 1--16, 2009.Google Scholar
- K. Whitehouse, F. Zhao, and J. Liu, "Semantic streams: A framework for composable semantic interpretation of sensor data," Wireless Sensor Networks, pp. 5--20, 2006. Google ScholarDigital Library
- A. Katasonov, O. Kaykova, O. Khriyenko, S. Nikitin, and V. Terziyan, "Smart semantic middleware for the internet of things," in 5th International Conference on Informatics in Control, Automation and Robotics, 2008, pp. 11--15.Google Scholar
Index Terms
- Ontologies for the internet of things
Recommendations
Interoperability of Security-Enabled Internet of Things
The future Internet will embrace the intelligence of Web 3.0 and the omnipresence of every day connected objects. The later was envisioned as the Internet of Things. Security and interoperability concerns are hindering the service innovations using the ...
A Semantic Analysis for Internet of Things
ICICTA '10: Proceedings of the 2010 International Conference on Intelligent Computation Technology and Automation - Volume 01This paper focuses on the concept itself of Internet of Things, which are related to the literal meaning, the internal property and the external relation. Analyzing the semantic meaning of the word internet of things can help to understand the ...
Using Semantic Web for Internet of Things Interoperability: A Systematic Review
The main vision of the Internet of Things IoT is to enable seamless connection between physical devices and information systems to improve the lives of people. One of the main obstacles to achieve this vision is the current lack of IoT interoperability. ...
Comments