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Semantic Interoperability in IoT: A Systematic Mapping

Part of the Lecture Notes in Computer Science book series (LNCCN,volume 11660)

Abstract

There has been a growing interest in adopting ontologies to address semantic interoperability in the domain of Internet of Things (IoT). Recent research claims that the lack of semantic interoperability support in IoT infrastructures hinders the potential of IoT for offering large scale value-added services. This article explores this fundamental issue through a systematic mapping of literature. The mapping intends to answer a set of research questions and identifies research gaps and trends that will guide future research in IoT semantic interoperability modeling.

Keywords

  • Internet of Things
  • Ontology
  • Semantic interoperability
  • Systematic mapping

The authors are grateful for the financial support by FAPES (grant No. 21/2018 - Universal).

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Notes

  1. 1.

    http://dx.doi.org/10.17632/pghwxhnrmd.3.

References

  1. Aberer, K., Hauswirth, M., Salehi, A.: Infrastructure for data processing in large-scale interconnected sensor networks. In: 2007 International Conference on Mobile Data Management, pp. 198–205 (2007). https://doi.org/10.1109/MDM.2007.36

  2. Barnaghi, P., Wang, W., Henson, C., Taylor, K.: Semantics for the Internet of Things: early progress and back to the future. Int. J. Semant. Web Inf. Syst. (IJSWIS) 8(1), 1–21 (2012)

    CrossRef  Google Scholar 

  3. Bermudez-Edo, M., Elsaleh, T., Barnaghi, P., Taylor, K.: IoT-lite: a lightweight semantic model for the Internet of Things. In: 2016 International IEEE Conferences on Ubiquitous Intelligence Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld), pp. 90–97 (2016). https://doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP-SmartWorld.2016.0035

  4. Bonino, D., Corno, F., De Russis, L.: A semantics-rich information technology architecture for smart buildings. Buildings 4, 880–910 (2014). https://doi.org/10.3390/buildings4040880. http://www.mdpi.com/2075-5309/4/4/880/

    CrossRef  Google Scholar 

  5. Borst, W.N.: Construction of Engineering Ontologies for Knowledge Sharing and Reuse. Ph.D. thesis, University of Twente, Netherlands (1997)

    Google Scholar 

  6. Botts, M., Robin, A.: OpenGIS Sensor Model Language (SensorML) Implementation Specification; OpenGIS Implementation Specification OGC 07–000. Open Geospatical Consortium Inc. (2007)

    Google Scholar 

  7. Botts, M., Percivall, G., Reed, C., Davidson, J.: OGC® sensor web enablement: overview and high level architecture. In: Nittel, S., Labrinidis, A., Stefanidis, A. (eds.) GSN 2006. LNCS, vol. 4540, pp. 175–190. Springer, Heidelberg (2006). https://doi.org/10.1007/978-3-540-79996-2_10

    CrossRef  Google Scholar 

  8. Compton, M., et al.: The SSN ontology of the W3C semantic sensor network incubator group. J. Web Semant. 17, 25–32 (2012). https://doi.org/10.1016/j.websem.2012.05.003

    CrossRef  Google Scholar 

  9. Corcho, O., Fernández-López, M., Gómez-Pérez, A.: Methodologies, tools and languages for building ontologies. Where is their meeting point? Data Knowl. Eng. 46(1), 41–64 (2003)

    CrossRef  Google Scholar 

  10. Cox, S.: Observations and Measurements-Part 1-Observation schema (OpenGIS Implementation Standard OGC 07–022r1). Open Geospatial Consortium Inc., Technical report 8 (2007)

    Google Scholar 

  11. Falbo, R.d.A., Guizzardi, G., Gangemi, A., Presutti, V.: Ontology patterns: clarifying concepts and terminology. In: Proceedings of the 4th Workshop on Ontology and Semantic Web Patterns (2013)

    Google Scholar 

  12. Fernández-López, M., Gómez-Pérez, A., Juristo, N.: METHONTOLOGY: from ontological art towards ontological engineering. In: Proceedings of the Ontological Engineering AAAI-97 Spring Symposium Series. American Asociation for Artificial Intelligence (1997). http://oa.upm.es/5484/

  13. Fruhwirth, T., Kastner, W., Krammer, L.: A methodology for creating reusable ontologies. In: Proceedings - 2018 IEEE Industrial Cyber-Physical Systems, ICPS 2018, pp. 65–70. Saint Petersburg, Russia (2018). http://dx.doi.org/10.1109/ICPHYS.2018.8387639

  14. Gangemi, A., Guarino, N., Masolo, C., Oltramari, A., Schneider, L.: Sweetening ontologies with DOLCE. In: Gómez-Pérez, A., Benjamins, V.R. (eds.) EKAW 2002. LNCS (LNAI), vol. 2473, pp. 166–181. Springer, Heidelberg (2002). https://doi.org/10.1007/3-540-45810-7_18

    CrossRef  MATH  Google Scholar 

  15. Guarino, N.: Formal Ontology in Information Systems: Proceedings of the First International Conference (FOIS’98), 6–8 June, Trento, Italy, vol. 46. IOS press (1998)

    Google Scholar 

  16. Guarino, N.: The ontological level: revisiting 30 years of knowledge representation. In: Borgida, A.T., Chaudhri, V.K., Giorgini, P., Yu, E.S. (eds.) Conceptual Modeling: Foundations and Applications. LNCS, vol. 5600, pp. 52–67. Springer, Heidelberg (2009). https://doi.org/10.1007/978-3-642-02463-4_4

    CrossRef  Google Scholar 

  17. Guizzardi, G.: Ontological Foundations for Structural Conceptual Models. CTIT, Centre for Telematics and Information Technology (2005)

    Google Scholar 

  18. Guizzardi, G.: On ontology, ontologies, conceptualizations, modeling languages, and (meta) models. Front. Artif. Intell. Appl. 155, 18 (2007)

    Google Scholar 

  19. Gyrard, A., Bonnet, C., Boudaoud, K., Serrano, M.: Assisting IoT projects and developers in designing interoperable semantic web of things applications. In: 2015 IEEE International Conference on Data Science and Data Intensive Systems (DSDIS), pp. 659–666. IEEE (2015)

    Google Scholar 

  20. Gyrard, A., Zimmermann, A., Sheth, A.: Building IoT based applications for smart cities how can ontology catalogs help. IEEE Internet Things J. (2018). http://dx.doi.org/10.1109/JIOT.2018.2854278

  21. Hasan, S., Curry, E.: Approximate semantic matching of events for the Internet of Things. ACM Trans. Internet Technol. (TOIT) 14(1) (2014). Article 2. https://doi.org/10.1145/2633684. http://www.edwardcurry.org/publications/hasan_TOIT_2014.pdf

    CrossRef  Google Scholar 

  22. Izza, S.: Integration of industrial information systems: from syntactic to semantic integration approaches. Enterp. Inf. Syst. 3(1), 1–57 (2009)

    CrossRef  Google Scholar 

  23. Janowicz, K., Haller, A., Cox, S.J.D., Le Phuoc, D., Lefrancois, M.: SOSA: a lightweight ontology for sensors, observations, samples, and actuators. J. Web Semant. (2018). http://dx.doi.org/10.1016/j.websem.2018.06.003

  24. Janowicz, K., Schade, S., Bröring, A., Keßler, C., Maué, P., Stasch, C.: Semantic enablement for spatial data infrastructures. Trans. GIS 14(2), 111–129 (2010)

    CrossRef  Google Scholar 

  25. Jayaraman, P.P., Calbimonte, J.P., Quoc, H.N.M.: The schema editor of OpenIoT for semantic sensor networks. In: CEUR Workshop Proceedings, Bethlehem, PA, United States, vol. 1488, pp. 25–30 (2015)

    Google Scholar 

  26. Kitchenham, B.: Procedures for performing systematic reviews. Keele UK Keele Univ. 33(2004), 1–26 (2004)

    Google Scholar 

  27. Kitchenham, B.A., Budgen, D., Brereton, O.P.: Using mapping studies as the basis for further research-a participant-observer case study. Inf. Softw. Technol. 53(6), 638–651 (2011)

    CrossRef  Google Scholar 

  28. Serrano, M., Barnaghi, P., Carrez, F., Cousin, P., Vermesan, O., Friess, P.: Internet of Things IoT semantic interoperability: Research Challenges, Best Practices, Recommendations and Next Steps (2015)

    Google Scholar 

  29. Nardi, J.C., de Almeida Falbo, R., Almeida, J.P.A.: A panorama of the semantic EAI initiatives and the adoption of ontologies by these initiatives. In: van Sinderen, M., Oude Luttighuis, P., Folmer, E., Bosems, S. (eds.) IWEI 2013. LNBIP, vol. 144, pp. 198–211. Springer, Heidelberg (2013). https://doi.org/10.1007/978-3-642-36796-0_17

    CrossRef  Google Scholar 

  30. Niles, I., Pease, A.: Towards a standard upper ontology. In: Proceedings of the International Conference on Formal Ontology in Information Systems-Volume 2001, pp. 2–9. ACM (2001)

    Google Scholar 

  31. Noy, N.F., Mcguinness, D.L.: Ontology Development 101: A Guide to Creating Your First Ontology. Technical report (2001)

    Google Scholar 

  32. Qu, C., Liu, F., Tao, M.: Ontologies for the transactions on IoT. Int. J. Distrib. Sens. Netw. 2015 (2015). https://doi.org/10.1155/2015/934541

    CrossRef  Google Scholar 

  33. Sheth, A., Henson, C., Sahoo, S.S.: Semantic sensor web. IEEE Internet Comput. 12(4), 78–83 (2008). https://doi.org/10.1109/MIC.2008.87. http://doi.ieeecomputersociety.org/10.1109/MIC.2008.87

    CrossRef  Google Scholar 

  34. Simperl, E.: Reusing ontologies on the semantic web: a feasibility study. Data Knowl. Eng. 68(10), 905–925 (2009). https://doi.org/10.1016/j.datak.2009.02.002. http://www.sciencedirect.com/science/article/pii/S0169023X0900007X

    CrossRef  Google Scholar 

  35. Simperl, E.P.B., Tempich, C.: Ontology engineering: a reality check. In: Meersman, R., Tari, Z. (eds.) OTM 2006. LNCS, vol. 4275, pp. 836–854. Springer, Heidelberg (2006). https://doi.org/10.1007/11914853_51

    CrossRef  Google Scholar 

  36. Song, Z., Cárdenas, A.A., Masuoka, R.: Semantic middleware for the internet of things. In: 2010 Internet of Things, IoT 2010 (2010). https://doi.org/10.1109/IOT.2010.5678448

  37. Suárez-Figueroa, M.C., Gómez-Pérez, A., Fernández-López, M.: The NeOn methodology for ontology engineering. In: Suárez-Figueroa, M.C., Gómez-Pérez, A., Motta, E., Gangemi, A. (eds.) Ontology Engineering in a Networked World, pp. 9–34. Springer, Heidelberg (2012). https://doi.org/10.1007/978-3-642-24794-1_2

    CrossRef  Google Scholar 

  38. Teixeira, S., Agrizzi, B.A., Filho, J.G.P., Rossetto, S., de Lima Baldam, R.: Modeling and automatic code generation for wireless sensor network applications using model-driven or business process approaches: a systematic mapping study. J. Syst. Softw. 132, 50–71 (2017). https://doi.org/10.1016/j.jss.2017.06.024

    CrossRef  Google Scholar 

  39. Thuluva, A.S., Anicic, D., Rudolph, S.: IoT semantic interoperability with device description shapes. In: Gangemi, A., et al. (eds.) ESWC 2018. LNCS, vol. 11155, pp. 409–422. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-98192-5_56

    CrossRef  Google Scholar 

  40. Wang, F., Hu, L., Zhou, J., Zhao, K.: A survey from the perspective of evolutionary process in the Internet of Things. Int. J. Distrib. Sens. Netw. 2015, 1–9 (2015). https://doi.org/10.1155/2015/462752. http://www.hindawi.com/journals/ijdsn/2015/462752/

    CrossRef  Google Scholar 

  41. Wang, X., Zhang, X., Li, M.: A survey on semantic sensor web: sensor ontology, mapping and query. Int. J. u- e- Serv. Sci. Technol. 8(10), 325–342 (2015). https://doi.org/10.14257/ijunesst.2015.8.10.32

    CrossRef  Google Scholar 

  42. Wegner, P.: Interoperability. In: ACM Computing Surveys. Citeseer (1996)

    Google Scholar 

  43. Zamborlini, V., Gonçalves, B., Guizzardi, G.: Codification and application of a well-founded heart-ECG ontology. In: Proceedings of the 3rd Workshop on Ontologies and Metamodels in Software and Data Engineering, Campinas, Brazil. Citeseer (2008)

    Google Scholar 

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Correspondence to Saymon Castro de Souza or José Gonçalves Pereira Filho .

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Castro de Souza, S., Gonçalves Pereira Filho, J. (2019). Semantic Interoperability in IoT: A Systematic Mapping. In: Galinina, O., Andreev, S., Balandin, S., Koucheryavy, Y. (eds) Internet of Things, Smart Spaces, and Next Generation Networks and Systems. NEW2AN ruSMART 2019 2019. Lecture Notes in Computer Science(), vol 11660. Springer, Cham. https://doi.org/10.1007/978-3-030-30859-9_5

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