Aspects of knowledge integration using ontological model in issues of decision support in the process of die forging

Aspects of knowledge integration using ontological model in issues of decision support in the process of die forging

Stanisława Kluska-Nawarecka1,2, Jarosław Durak3, Krzysztof Regulski3

1Foundry Research Institute, Zakopiańska 73, Krakow, Poland.
2The College of Computer Science, ul. Rzgowska 17a, Lodz, Poland,
3University of Science and Technology, Mickiewicza 30, Krakow, Poland.

DOI:

https://doi.org/10.7494/cmms.2012.2.0384

Abstract:

This article presents an outline of the concept of development of a knowledge base applied to inference systems based on an ontological model and example of appliocation SWRL rule language. Application of ontologies is motivated by a distributed information environment, as well as an input structure of the databases, which prevents reproduction of the data model in the very structure of relations. Ontology also enables the use of an SWRL language in rule base construction, which greatly facilitates further work on the stored data sets.

Cite as:

Kluska-Nawarecka, S., Durak, J., & Regulski, K. (2012). Aspects of knowledge integration using ontological model in issues of decision support in the process of die forging. Computer Methods in Materials Science, 12(2), 63 – 69. https://doi.org/10.7494/cmms.2012.2.0384

Article (PDF):

Keywords:

Knowledge integration, Ontological model, Decision support, Die forging

References:

Ciszewski, S., Kluska-Nawarecka, S., 2004, Document driven ontological engineering with applications in casting de­fects diagnostic, Computer Methods in Materials Sci­ence, 4, 56-64 (in Polish).

Górny, Z., Kluska-Nawarecka, S., Wilk-Kołodziejczyk, D., Regulski, K., 2010, Diagnosis of casting defects using uncertain and incomplete knowledge, Archives of Metal­lurgy and Materials, 55, 3, 819-826.

Gruber, T.R., 1993, A translation approach to portable ontology specifications, Knowl. Acquis., 5 (2), 199-220.

Kluska-Nawarecka, S., Adrian, A., Durak, J., Rojek, G., Wilk-Kołodziejczyk, D., Mrzygłód, B., 2004, Problem budo­wy bazy wiedzy dla potrzeb diagnostyki wad wyrobów metalowych, Hutnik Wiadomości Hutnicze, 71, 6, 265-270.

Kluska-Nawarecka, S., Górny, Z., Mrzygłód, B., Wilk-Kołodziejczyk, D., Regulski, K., 2010a, Methods of de­velopment fuzzy logic driven decision-support models in copper alloys processing, Archives of Foundry Engineer­ing, 10, 1,23-28.

Kluska-Nawarecka, S., Mrzygłód, B., Durak, J., Regulski, K., 2010b, Analysis of the applicability of domain ontology in copper alloys processing, Archives of Foundry Engi­neering, 10, 2, 69-1 A.

Kluska-Nawarecka, S., Durak, J., Regulski, K., 2011, Wniosko­wanie w zintegrowanych bazach wiedzy z użyciem mo­delu ontologicznego, Infobazy 2011, Gdańsk-Sopot, 5-7 September 2011, ed. Nowakowski, Antoni, Gdańsk, Centrum Informatyczne TASK, 143-148.

Regulski, K., 2011, Doskonalenie procesów wytwarzania odle­wów staliwnych poprzez organizację przepływu informa­cji i integrację wiedzy, PhD Thesis, AGH, Kraków.

Staab, S., Studer, R., 2004, Handbook on Ontologies, Springer-Verlag.

Wilk-Kołodziejczyk, D., Smolarek-Grzyb, A., Regulski, K., 2008, Diagnostyczne systemy ekspertowe z wykorzysta­niem logiki wiarygodnego rozumowania, Informatyka, eds, Pękala, M., Chmielowski, W.Z., KSW im. Frycza Modrzewskiego, Kraków.