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Designing the ontology for intelligent security system of residential community
Назва | Designing the ontology for intelligent security system of residential community |
Назва англійською | Designing the ontology for intelligent security system of residential community |
Автори | Yevhen Burov, Yurii Zhovnir, Oleh Zakharia |
Принадлежність | Lviv Polytechnic National University, Lviv, Ukraine |
Бібліографічний опис | Designing the ontology for intelligent security system of residential community / Yevhen Burov, Yurii Zhovnir, Oleh Zakharia // Scientific Journal of TNTU. — Tern.: TNTU, 2024. — Vol 116. — No 4. — P. 111–123. |
Bibliographic description: | Burov Y., Zhovnir Y., Zakharia O. (2024) Designing the ontology for intelligent security system of residential community. Scientific Journal of TNTU (Tern.), vol 116, no 4, pp. 111–123. |
DOI: | https://doi.org/10.33108/visnyk_tntu2024.04.111 |
УДК |
004.8:004.42:004.9:006.32:351.74 |
Ключові слова |
Intelligent Security System, Artificial Intelligence (AI), Ontology, General Formal Ontology (GFO), Web Ontology Language, Resource Description Framework, Pattern Language, Situational Awareness, Spatial and Temporal Dynamics, Residential Community |
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Intelligent Security systems represents a challenging domain for the implementation of Artificial Intelligence. They are inherently dynamic systems, aware of changes in their environment and able to react intelligently. The ontology provides the common vocabulary, the foundation for specification of objects included in a system and their interactions. We consider the ontology as software document, which is developed alongside the security system. In this sense it is a local ontology, reflecting the current version of the application. However, to be reusable, we build it based on GFO foundational ontology, allowing to model spatial, temporal and situational dynamics. The first version of ontology is built based on scenarios supported by the system. It is initially represented as a set of patterns in pattern language. The final version of ontology is represented in OWL and RDF formats.
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ISSN: | 2522-4433 |
Перелік літератури |
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Gruber T. R., (1993) “A translation approach to portable ontology specifications,” Knowledge Acquisition, vol. 5, no. 2, pp. 199–220. Doi: 10.1006/knac.1993.1008.
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Neuhaus F. (2018). “What Is an Ontology?” ArXiv, October 22.
-
Tom Gruber (2009). Ontology. In Encyclopedia of Database Systems. Springer, pр. 1963–1965.
-
Ganter B., Wille R. (2013). Formal Concept Analysis, Springer Berlin Heidelberg,
-
Hofstadter D. (1995). Fluid Concepts and Creative Analogies Computer Models of the Fundamental Mechanisms of Thought. Basic books.
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Bouquet P., Giunchiglia F., Van Harmelen F., Serafini L., Stuckenschmidt H. (2004)Contextualizing Ontologies. Journal of Web Semantics, vol. 1, issue 4, pp. 325–343. Doi:10.1016/j.websem.2004.07.001.
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D. Benslimane, A. Arara, G. Falquet, Z. Maamar, P. Thiran, (2006) Contextual Ontologies. Springer, pp. 168–176.
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Burov Y. and Karpov I. (2023) “Contextual Concept Meaning Alignment Based on Prototype Theory.” presented at the COLINS (3), pp. 137–146.
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P. Bouquet, F. Giunchiglia, F.van Harmelen, L. Serafini, H. Stuckenschmidt (2003) C-Owl: Contextualizing Ontologies. Springer, pp. 164–179.
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Cyc’s knowledge base. Available at: https://www.cyc.com/archives/service/cyc-knowledge-base, last accessed: 2024/10/24
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Wordnet. A lexical database for English. Available at: https://wordnet.princeton.edu/, last accessed: 2024/10/24
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Guarino N. (1998) “Formal ontology in information systems,” Proceedings of the first international conference (FOIS'98), June 6–8, Trento, Italy, vol. 46, IOS press,.
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Guizzardi G., Wagner G. (2010). “Using the unified foundational ontology (UFO) as a foundation for general conceptual modeling languages,” in Theory and applications of ontology: computer applications, Springer, Dordrecht, pp. 175–196.
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Herre H. (2010) “General Formal Ontology (GFO): A foundational ontology for conceptual modelling,” in Theory and applications of ontology: computer applications. Springer, Dordrecht, pp. 297–345.
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Masolo C., Borgo S., Gangemi A., Guarino N., Oltramari A., Schneider L. (2002). “The wonderweb library of foundational ontologies”.
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P. Wohed, “Conceptual patterns for reuse in information systems analysis,” presented at the Advanced Information Systems Engineering: 12th International Conference, CAiSE 2000 Stockholm, Sweden, June 5–9, 2000 Proceedings 12, Springer, 2000, pp. 157–175.
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Gangemi and V. Presutti, “Ontology design patterns,” in Handbook on ontologies, Springer, 2009, pp. 221–243.
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R. de Almeida Falbo, M. P. Barcellos, J. C. Nardi, and G. Guizzardi, “Organizing ontology design patterns as ontology pattern languages,” presented at the The Semantic Web: Semantics and Big Data: 10th International Conference, ESWC 2013, Montpellier, France, May 26–30, 2013. Proceedings 10, Springer, 2013, pp. 61–75.
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Souza E., Falbo R., and Vijaykumar N. “Using ontology patterns for building a reference software testing ontology,” presented at the 2013 17th IEEE International Enterprise Distributed Object Computing Conference Workshops, IEEE, 2013, pp. 21–30.
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Zambon E. and Guizzardi G., “Formal definition of a general ontology pattern language using a graph grammar,” presented at the 2017 Federated Conference on Computer Science and Information Systems (FedCSIS), IEEE, 2017, pp. 1–10.
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Hirt Q., Shimizu C., and Hitzler P., “Extensions to the Ontology Design Pattern Representation Language,” presented at the WOP@ISWC, 2019. Accessed: Jul. 20, 2023. [Online]. Available: https://www. semanticscholar.org/paper/Extensions-to-the-Ontology-Design-Pattern-Language-Hirt-Shimizu/68392a85 faf15d91310c3e21daef14a706bb4099
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Illescas J., Ehrlinger L., Denk G., and Buchgeher G. “Towards an Ontology for Technical Security Standards,” presented at the 2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, 2023, pp. 1–8.
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Shoaib Farooq M. and Talha Waseem M. “Developing and Building Ontologies in Cyber Security,” arXiv e-prints, p. arXiv-2306, 2023.
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Preuveneers D. and Joosen W. (2024) “An Ontology-Based Cybersecurity Framework for AI-Enabled Systems and Applications,” Future Internet, vol. 16, no. 3, p. 69. Doi: 10.3390/fi16030069.
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Babayeva G., Maennel K., and Maennel O. (2022). “Building an ontology for cyber defence exercises,” presented at the 2022 ieee european symposium on security and privacy workshops (euros&pw), IEEE, pp. 423–432.
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Kelly D. (2009) “Determining factors that affect long-term evolution in scientific application software,” Journal of Systems and Software, vol. 82, no. 5, pp. 851–861. Doi: 10.1016/j.jss.2008.11.846.
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Khorikov V. “Short-term vs long-term perspective in software development,” Enterprise Craftsmanship. Accessed: Sep. 19, 2024. [Online]. Available: https://enterprisecraftsmanship.com/posts/short-term-vs-long-term-perspective/
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Loebe, Frank, Patryk Burek, and Heinrich Herre (2022) “GFO: The General Formal Ontology.” Applied Ontology 17, no. 1, pp. 71–106. Doi: https://doi.org/10.3233/AO-220264.
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References: |
-
Gruber T. R., (1993) “A translation approach to portable ontology specifications,” Knowledge Acquisition, vol. 5, no. 2, pp. 199–220. Doi: 10.1006/knac.1993.1008.
-
Neuhaus F. (2018). “What Is an Ontology?” ArXiv, October 22.
-
Tom Gruber (2009). Ontology. In Encyclopedia of Database Systems. Springer, pр. 1963–1965.
-
Ganter B., Wille R. (2013). Formal Concept Analysis, Springer Berlin Heidelberg,
-
Hofstadter D. (1995). Fluid Concepts and Creative Analogies Computer Models of the Fundamental Mechanisms of Thought. Basic books.
-
Bouquet P., Giunchiglia F., Van Harmelen F., Serafini L., Stuckenschmidt H. (2004)Contextualizing Ontologies. Journal of Web Semantics, vol. 1, issue 4, pp. 325–343. Doi:10.1016/j.websem.2004.07.001.
-
D. Benslimane, A. Arara, G. Falquet, Z. Maamar, P. Thiran, (2006) Contextual Ontologies. Springer, pp. 168–176.
-
Burov Y. and Karpov I. (2023) “Contextual Concept Meaning Alignment Based on Prototype Theory.” presented at the COLINS (3), pp. 137–146.
-
P. Bouquet, F. Giunchiglia, F.van Harmelen, L. Serafini, H. Stuckenschmidt (2003) C-Owl: Contextualizing Ontologies. Springer, pp. 164–179.
-
Cyc’s knowledge base. Available at: https://www.cyc.com/archives/service/cyc-knowledge-base, last accessed: 2024/10/24
-
Wordnet. A lexical database for English. Available at: https://wordnet.princeton.edu/, last accessed: 2024/10/24
-
Guarino N. (1998) “Formal ontology in information systems,” Proceedings of the first international conference (FOIS'98), June 6–8, Trento, Italy, vol. 46, IOS press,.
-
Guizzardi G., Wagner G. (2010). “Using the unified foundational ontology (UFO) as a foundation for general conceptual modeling languages,” in Theory and applications of ontology: computer applications, Springer, Dordrecht, pp. 175–196.
-
Herre H. (2010) “General Formal Ontology (GFO): A foundational ontology for conceptual modelling,” in Theory and applications of ontology: computer applications. Springer, Dordrecht, pp. 297–345.
-
Masolo C., Borgo S., Gangemi A., Guarino N., Oltramari A., Schneider L. (2002). “The wonderweb library of foundational ontologies”.
-
P. Wohed, “Conceptual patterns for reuse in information systems analysis,” presented at the Advanced Information Systems Engineering: 12th International Conference, CAiSE 2000 Stockholm, Sweden, June 5–9, 2000 Proceedings 12, Springer, 2000, pp. 157–175.
-
Gangemi and V. Presutti, “Ontology design patterns,” in Handbook on ontologies, Springer, 2009, pp. 221–243.
-
R. de Almeida Falbo, M. P. Barcellos, J. C. Nardi, and G. Guizzardi, “Organizing ontology design patterns as ontology pattern languages,” presented at the The Semantic Web: Semantics and Big Data: 10th International Conference, ESWC 2013, Montpellier, France, May 26–30, 2013. Proceedings 10, Springer, 2013, pp. 61–75.
-
Souza E., Falbo R., and Vijaykumar N. “Using ontology patterns for building a reference software testing ontology,” presented at the 2013 17th IEEE International Enterprise Distributed Object Computing Conference Workshops, IEEE, 2013, pp. 21–30.
-
Zambon E. and Guizzardi G., “Formal definition of a general ontology pattern language using a graph grammar,” presented at the 2017 Federated Conference on Computer Science and Information Systems (FedCSIS), IEEE, 2017, pp. 1–10.
-
Hirt Q., Shimizu C., and Hitzler P., “Extensions to the Ontology Design Pattern Representation Language,” presented at the WOP@ISWC, 2019. Accessed: Jul. 20, 2023. [Online]. Available: https://www. semanticscholar.org/paper/Extensions-to-the-Ontology-Design-Pattern-Language-Hirt-Shimizu/68392a85 faf15d91310c3e21daef14a706bb4099
-
Illescas J., Ehrlinger L., Denk G., and Buchgeher G. “Towards an Ontology for Technical Security Standards,” presented at the 2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, 2023, pp. 1–8.
-
Shoaib Farooq M. and Talha Waseem M. “Developing and Building Ontologies in Cyber Security,” arXiv e-prints, p. arXiv-2306, 2023.
-
Preuveneers D. and Joosen W. (2024) “An Ontology-Based Cybersecurity Framework for AI-Enabled Systems and Applications,” Future Internet, vol. 16, no. 3, p. 69. Doi: 10.3390/fi16030069.
-
Babayeva G., Maennel K., and Maennel O. (2022). “Building an ontology for cyber defence exercises,” presented at the 2022 ieee european symposium on security and privacy workshops (euros&pw), IEEE, pp. 423–432.
-
Kelly D. (2009) “Determining factors that affect long-term evolution in scientific application software,” Journal of Systems and Software, vol. 82, no. 5, pp. 851–861. Doi: 10.1016/j.jss.2008.11.846.
-
Khorikov V. “Short-term vs long-term perspective in software development,” Enterprise Craftsmanship. Accessed: Sep. 19, 2024. [Online]. Available: https://enterprisecraftsmanship.com/posts/short-term-vs-long-term-perspective/
-
Loebe, Frank, Patryk Burek, and Heinrich Herre (2022) “GFO: The General Formal Ontology.” Applied Ontology 17, no. 1, pp. 71–106. Doi: https://doi.org/10.3233/AO-220264.
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