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Inference Procedures for Fuzzy Knowledge Representation Scheme


Ribarić, Slobodan; Pavešić, Nikola
Inference Procedures for Fuzzy Knowledge Representation Scheme // Applied Artificial Intelligence, 23 (2009), 1; 16-43 doi:10.1080/08839510802379634 (međunarodna recenzija, članak, znanstveni)


Naslov
Inference Procedures for Fuzzy Knowledge Representation Scheme

Autori
Ribarić, Slobodan ; Pavešić, Nikola

Izvornik
Applied Artificial Intelligence (0883-9514) 23 (2009), 1; 16-43

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
Fuzzy Knowledge Representation; Inference procedures; Recognition; Inheritance; Petri Nets

Sažetak
This article presents a formal model of the knowledge representation scheme based on the fuzzy Petri net (FPN) theory. The model is represented as a 13-tuple consisting of the components of the FPN, two functions that give semantic meanings to the scheme and a set of contradictions. For the scheme, called the knowledge representation scheme based on the fuzzy Petri nets theory (KRFPN) the fuzzy inheritance and fuzzy recognition-inference procedures based on the dynamical properties of the FPN, are described in detail. The upper-time complexity of both the proposed inference algorithms is O(nm), where n is the number of places (concepts) and m is the number of transitions (relations) in the scheme. Illustrative examples of the fuzzy inheritance and the fuzzy recognition algorithms for the knowledge base, designed by the KRFPN, are given.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekt / tema
036-0361935-1954 - Teorija, modeliranje i uporaba autonomno orijentiranih računarskih struktura (Slobodan Ribarić, )

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb

Autor s matičnim brojem:
Slobodan Ribarić, (112300)

Citiraj ovu publikaciju

Ribarić, Slobodan; Pavešić, Nikola
Inference Procedures for Fuzzy Knowledge Representation Scheme // Applied Artificial Intelligence, 23 (2009), 1; 16-43 doi:10.1080/08839510802379634 (međunarodna recenzija, članak, znanstveni)
Ribarić, S. & Pavešić, N. (2009) Inference Procedures for Fuzzy Knowledge Representation Scheme. Applied Artificial Intelligence, 23 (1), 16-43 doi:10.1080/08839510802379634.
@article{article, year = {2009}, pages = {16-43}, DOI = {10.1080/08839510802379634}, keywords = {Fuzzy Knowledge Representation, Inference procedures, Recognition, Inheritance, Petri Nets}, journal = {Applied Artificial Intelligence}, doi = {10.1080/08839510802379634}, volume = {23}, number = {1}, issn = {0883-9514}, title = {Inference Procedures for Fuzzy Knowledge Representation Scheme}, keyword = {Fuzzy Knowledge Representation, Inference procedures, Recognition, Inheritance, Petri Nets} }

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus


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