Knowledge Representation, Modelling and Processing in Modern Semantic Systems

• Autorzy: Adrian W. T.

Warianty tytułu

PL

Reprezentacja, modelowanie i przetwarzanie wiedzy w nowoczesnych systemach semantycznych

• Języki publikacji: EN

Abstrakty

EN

Modern intelligent applications based on semantic technologies constitute an interesting class of Knowledge-Based Systems. The paper gives an overview of the methods and tools used in semantic systems and presents the research concerning adaptation of well-founded solutions for Rule-Based Systems to the semantic systems conditions. Theoretical solutions as well as practical implementations are briefly discussed. Outline of future directions and research problems is given.

PL

Nowoczesne systemy inteligentne, wykorzystujące technologie i języki semantyczne, stanowią interesują klasę systemów opartych na wiedzy. W tym nowym kontekście warto rozważyć wykorzystanie rozwiązań wypracowanych w klasycznych sztucznej inteligencji, w szczególności systemach regułowych. W artykule nakreślono obszar badawczy obejmujący integrację istniejących metod i narzędzi z tego obszaru z rozwiązaniami Sieci Semantycznej. Poruszono zarówno problem integracji wybranych formalizmów stanowiących podstawy logiczne reprezentacji wiedzy w obydwu dziedzinach, jak i praktyczne implementacje systemów.

Słowa kluczowe

EN

semantic technologies; knowledge modelling; representation and reasoning; rule-based systems; ontology-driven systems; intelligent systems

PL

technologie semantyczne; modelowanie i reprezentacja wiedzy; wnioskowanie; systemy regułowe; systemy ontologiczne; systemy inteligentne

• Wydawca: Sieć Badawcza Łukasiewicz - Przemysłowy Instytut Automatyki i Pomiarów PIAP
• Czasopismo: Pomiary Automatyka Robotyka
• Rocznik: 2011
• Tom: R. 15, nr 12
• Strony: 223--225
• Opis fizyczny: Bibliogr. 20 poz.

Twórcy

autor

Adrian W. T.

• AGH University of Science and Technology, Department of Automatics,

Bibliografia

• 1. Różewski P., Kusztina E., Tadeusiewicz R., Zaikin O.: Ontology approach to knowledge modeling, [in:] Kacprzyk J., Jain L.C. (eds.): Intelligent Open Learning Systems, “Intelligent Systems Reference Library” Volume 22, Springer Berlin/Heidelberg 2011, 97-119.
• 2. Hitzler P., Krötzsch M., Rudolph S.: Foundations of Semantic Web Technologies, Chapman & Hall/CRC 2009.
• 3. Waliszko J., Adrian W.T., Ligęza A.: Traffic danger ontology for citizen safety web system, [in:] Dziech A., Czyżewski A. (eds.): Multimedia Communications. Services and Security, „Communications in Computer and Information Science” Volume 149, Springer Berlin/Heidelberg 2011, 165-173.
• 4. Sarapata K., Góra P., Nalepa G.J., Adrian W.T.. Kluza K., Noga M.: Encyklopedia semantyczna - odpowiedź na wymagania dietetyka, „Problemy Higieny i Epidemiologii” 4(91) 2010, 517-521.
• 5. Nalepa G.J.: Loki - semantic wiki with logical knowledge representation, [in:] Nguyen N.T. (ed.): Transactions on Computational Collective Intelligence III. “Lecture Notes in Computer Science” Volume 6560. Springer 2011, 96-114.
• 6. Nalepa G.J.: Collective knowledge engineering with semantic wikis, “Journal of Universal Computer Science” 16(7) 2010, 1006-1023.
• 7. Baumeister J., Nalepa G.J.: Verification of distributed knowledge in semantic knowledge wikis, [in:] Lane H.C., Guesgen H.W. (eds.): FLAIRS-22: Proceedings of the twenty-second international Florida Artificial Intelligence Research Society conference: 19-21 May 2009. Sanibel Island, Florida, USA, Menlo Park, California. FLAIRS, AAAI Press 2009, 384-389.
• 8. Nalepa G.J., Ligęza A., Kaczor K.: Formalization and modeling of rules using the XTT2 method, - International Journal on Artificial Intelligence Tools 2011 [in press].
• 9. Nalepa G.J.: Semantic Knowledge Engineering. A Rule-Based Approach, Wydawnictwa AGH, Kraków 2011.
• 10. Nalepa G., Bobek S., Ligęza A., Kaczor K.: Algorithms for rule inference in modularized rule bases, [in:] Bassiliades N., Governatori G., Paschk, A. (eds.): Rule-Based Reasoning, Programming, and Applications. “Lecture Notes in Computer Science” Volume 6826. Springer Berlin/Heidelberg 2011, 305-312.
• 11. Nalepa G., Bobek S., Ligęza A., Kaczor K.: HalVA - rule analysis framework for XTT2 rules, [in:] Bassiliades N., Governatori G., Paschk, A. (eds.): Rule-Based Reasoning, Programming, and Applications, “Lecture Notes in Computer Science” Volume 6826, Springer Berlin/Heidelberg 2011, 337-344.
• 12. Kaczor K., Nalepa G.J.: HaDEs - presentation of the HeKatE design environment, [in:] Baumeister J., Nalepa G.J. (eds.): 5th Workshop on Knowledge Engineering and Software Engineering (KESE2009) at the 32nd German conference on Artificial Intelligence, September 15, 2009, Paderborn, Germany, Paderborn 2009, 57 62.
• 13. Baader F., Calvanese D., McGuinness D.L., Nardi D., Patel-Schneider P.F. (eds.): The Description Logic Handbook: Theory, Implementation, and Applications, Cambridge University Press 2003.
• 14. Nalepa G.J., Ligęza A.: HeKatE methodology, hybrid engineering of intelligent systems, “International Journal of Applied Mathematics and Computer Science”. 20(1) 2010, 35-53.
• 15. Nalepa G.J., Furmańska W.T.: Integration proposal for description logic and attributive logic - towards Semantic Web rules, [in:] Nguyen N.T., Kowalczyk R. (eds.): Transactions on Computational Collective Intelligence II, “Lecture Notes in Computer Science” Volume 6450, Springer Berlin/Heidelberg 2010, 1-23.
• 16. Nalepa G.J., Furmańska W.T.: Pellet-HeaRT - proposal of an architecture for ontology systems with rules, [in:] Dillmann R. et al. (eds.): KI 2010: Advances in Artificial Intelligence: 33rd annual German conference on AI, Karlsruhe, Germany, September 21-24, 2010, “Lecture Notes in Artificial Intelligence” Volume 6359, Springer Berlin/Heidelberg 2010, 143-150.
• 17. Nalepa G.J.: Architecture of the HeaRT hybrid rule engine, [in:] Rutkowski L. et al. (eds.): Artificial Intelligence and Soft Computing: 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17.2010, Pt. II, „Lecture Notes in Artificial Intelligence” Volume 6114, Springer 2010, 598-605.
• 18. Nalepa G.J., Bobek S.: Embedding the HeaRT rule engine into a semantic wiki, [in:] Proceedings of The 3rd International Conference on Computational Collective Intelligence - Technologies and Applications, 2011 [to be published].
• 19. Adrian W.T., Bobek S., Nalepa G.J., Kaczor K., Klitza K.: How to reason by HeaRT in a semantic knowledge-based wiki, [in:] Proceedings of the 23rd IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2011, Boca Raton, Florida, USA, November 2011 [to be published].
• 20. Nalepa G.J., Kluza K., Ernst S.: Modeling and analysis of business processes with business rules, [in:] Beckmann J. (ed.): Business Process Modeling: Software Engineering, Analysis and Applications. Business Issues, Competition and Entrepreneurship, Nova Publishers 2011.