skip to main content
10.1145/2093190.2093193acmotherconferencesArticle/Chapter ViewAbstractPublication PagesmiddlewareConference Proceedingsconference-collections
research-article

Ontologies for the internet of things

Published:12 December 2011Publication History

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.

References

  1. 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 ScholarGoogle ScholarDigital LibraryDigital Library
  2. 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 ScholarGoogle ScholarCross RefCross Ref
  3. 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 ScholarGoogle ScholarDigital LibraryDigital Library
  4. 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 ScholarGoogle ScholarCross RefCross Ref
  5. 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 ScholarGoogle ScholarDigital LibraryDigital Library
  6. L. Atzori, A. Iera, and G. Morabito, "The internet of things: A survey," Computer Networks, vol. 54, no. 15, pp. 2787--2805, 2010. Google ScholarGoogle ScholarDigital LibraryDigital Library
  7. 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 ScholarGoogle ScholarDigital LibraryDigital Library
  8. 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 ScholarGoogle Scholar
  9. 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 ScholarGoogle Scholar
  10. 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 ScholarGoogle ScholarDigital LibraryDigital Library
  11. W. Kuhn, "A functional ontology of observation and measurement," GeoSpatial Semantics, pp. 26--43, 2009. Google ScholarGoogle ScholarDigital LibraryDigital Library
  12. 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 ScholarGoogle Scholar
  13. 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 ScholarGoogle Scholar
  14. 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 ScholarGoogle Scholar
  15. 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 ScholarGoogle Scholar
  16. T. Narock, A. Szabo, and J. Merka, "Using semantics to extend the space physics data environment," Computers and Geosciences, pp. 791--797, 2009. Google ScholarGoogle ScholarDigital LibraryDigital Library
  17. 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 ScholarGoogle ScholarDigital LibraryDigital Library
  18. 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 ScholarGoogle ScholarDigital LibraryDigital Library
  19. 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 ScholarGoogle ScholarDigital LibraryDigital Library
  20. D. Le-Phuoc and M. Hauswirth, "Linked open data in sensor data mashups," Semantic Sensor Networks, pp. 1--16, 2009.Google ScholarGoogle Scholar
  21. 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 ScholarGoogle ScholarDigital LibraryDigital Library
  22. 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 ScholarGoogle Scholar

Index Terms

  1. Ontologies for the internet of things

          Recommendations

          Comments

          Login options

          Check if you have access through your login credentials or your institution to get full access on this article.

          Sign in
          • Published in

            cover image ACM Other conferences
            MDS '11: Proceedings of the 8th Middleware Doctoral Symposium
            December 2011
            40 pages
            ISBN:9781450310727
            DOI:10.1145/2093190
            • General Chair:
            • David Eyers

            Copyright © 2011 ACM

            Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

            Publisher

            Association for Computing Machinery

            New York, NY, United States

            Publication History

            • Published: 12 December 2011

            Permissions

            Request permissions about this article.

            Request Permissions

            Check for updates

            Qualifiers

            • research-article

          PDF Format

          View or Download as a PDF file.

          PDF

          eReader

          View online with eReader.

          eReader