Abstract
Ontology has already a rather long history in the computer science. It helps to represent knowledge in the domain of interest and make it available both for humans and machines. For many years, ontologies were mostly considered as an object for academic research, but nowadays they are getting used in a growing number of applications. The suggested paper provides a brief overview of practical ontology implementation in decision support systems. Typical knowledge-intensive tasks were used to organize the overview: one example of a system was provided for each task.
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References
Abdulla, D., Prado de O Martins, L., Schultz, T.: Decolonising Design Education: Ontologies, Strategies, Urgencies (2018). http://ualresearchonline.arts.ac.uk/id/eprint/12504
Gavrilova, T.: Orchestrating ontologies for courseware design. In: Tzanavari, A., Tsapatsoulis, N. (eds.) Affective, Interactive and Cognitive Methods for E-Learning Design: Creating an Optimal Education Experience, IGI Global, USA, pp. 155–172 (2010)
Guarino, N.: Formal ontology in information systems. In: Proceedings of the First International Formal Ontology in Information Systems conference FOIS 1998, June 6–8. Trento, Italy: IOS press, pp. 3–15 (1998)
Kontopoulos, E., Vrakas, D., Kokkoras, F., Bassiliades, N., Vlahavas, I.: An ontology-based planning system for e-course generation. Expert Syst. Appl. 35(1), 398–406 (2008)
Latfi, F., Lefebvre, B., Descheneaux, C.: Ontology-based management of the telehealth smart home, dedicated to elderly in loss of cognitive autonomy. In: Proceeding of the OWLED (2007)
Legat, C., Neidig, J., Roshchin, M.: Model-based Knowledge extraction for automated monitoring and control. In: Proceedings of the 18th IFAC World Congress, pp. 5225–5230. Milan (2011)
Liu, Y., Xu, C., Zhang, Q., Pan, Y.: The smart architect: scalable ontology-based modeling of ancient Chinese architectures. IEEE Intell. Syst. 1, 49–56 (2008)
Martinez-Romero, M., Vázquez-Naya, J., Pereira, J., Pereira, M., Pazos, A., Baños, G.: The iOSC3 system: using ontologies and SWRL rules for intelligent supervision and care of patients with acute cardiac disorders. Comput. Math. Meth. Med. 2013, 1–13 (2013)
Martin, A., Manjula, M., Venkatesan, V.P.: A business intelligence model to predict bankruptcy using financial domain ontology with association rule mining algorithm. IJCSI Int. J. Comput. Sci. Issues 8(3), 211–218 (2011)
Paraiso, E., Barthès, J.: An Ontology-Based Utterance Interpretation in the Context of Intelligent Assistance, V workshop em Tecnologia da Informacao e da Linguagem Humana, XXVII Congresso da SBC, pp. 1745–1748 (2007)
Rospocher, M., Serafini, L.: An ontological framework for decision support. In: Takeda, H., Qu, Y., Mizoguchi, R., Kitamura, Y. (eds.) JIST 2012. LNCS, vol. 7774, pp. 239–254. Springer, Heidelberg (2013). https://doi.org/10.1007/978-3-642-37996-3_16
Sosnovsky, S., Mitrovic, A., Lee, D., Brusilovsky, P., Yudelson, M.: Ontology-based integration of adaptive educational systems. In: 16th International Conference on Computers in Education (ICCE 2008 Taipei, Taiwan, 2008), pp. 11–18 (2008)
Brusilovsky, P., Sosnovsky, S., Lee, D.H., Yudelson, M., Zadorozhny, V., Zhou, X.: An open integrated exploratorium for database courses. ACM SIGCSE Bull. 40(3), 22–26 (2008)
Studer, R., Benjamins, R., Fensel, D.: Knowledge engineering: principles and methods. Data and Knowl. Eng. 25(1–2), 161–197 (1998)
Sureephong, P., et al.: An Ontology-Based Knowledge Management System for Industry Clusters. Global Design to Gain a Competitive Edge, pp. 333–342. Springer, London (2008). https://doi.org/10.1007/978-1-84800-239-5_33
Villazon-Terrazas, B., et al.: Construction of enterprise knowledge graphs (I). Exploiting Linked Data and Knowledge Graphs in Large Organisations, pp. 87–116. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-45654-6_4
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The work was supported by the Russian Foundation for Basic Research (#17-07-00228).
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Kudryavtsev, D., Gavrilova, T. (2020). An Overview of Practical Ontology Implementation in Decision Support Systems. In: Arseniev, D., Overmeyer, L., Kälviäinen, H., Katalinić, B. (eds) Cyber-Physical Systems and Control. CPS&C 2019. Lecture Notes in Networks and Systems, vol 95. Springer, Cham. https://doi.org/10.1007/978-3-030-34983-7_3
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