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Pregled bibliografske jedinice broj: 982022

Fuzzy spatio-temporal ontologies and formal construction based on fuzzy Petri nets


(The work was supported by the National Natural Science Foundation of China (61772269 and 61370075), NUPTSF (NY217133), and in part by the Chinese-Croatian Scientific and Technological Cooperation.) Cheng, Haitao; Yan, Li; Ma, Zongmin; Ribarić, Slobodan
Fuzzy spatio-temporal ontologies and formal construction based on fuzzy Petri nets // Computational Intelligence, 35 (2019), 1; 1-36 doi:10.1111/coin.12199 (međunarodna recenzija, članak, znanstveni)


Naslov
Fuzzy spatio-temporal ontologies and formal construction based on fuzzy Petri nets

Autori
Cheng, Haitao ; Yan, Li ; Ma, Zongmin ; Ribarić, Slobodan

Kolaboracija
The work was supported by the National Natural Science Foundation of China (61772269 and 61370075), NUPTSF (NY217133), and in part by the Chinese-Croatian Scientific and Technological Cooperation.

Izvornik
Computational Intelligence (0824-7935) 35 (2019), 1; 1-36

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

Ključne riječi
construction ; fuzzy Petri nets ; fuzzy spatio-temporal ontologies ; ontologies ; SemanticWeb

Sažetak
Fuzzy spatio-temporal knowledge is required in a wide range of application fields, including GIS, spatio-temporal database, and artificial intelligence. Ontology, as a formal method of knowledge representation, plays a key role in the Semantic Web. Therefore, how to extend ontologies to represent fuzzy spatio-temporal knowledge needs to be solved. In this paper, we propose an approach for representing fuzzy spatio-temporal knowledge with ontologies and investigate a formal construction of fuzzy spatio-temporal ontologies based on fuzzy Petri nets. First, we propose a formal definition of fuzzy spatio temporal ontologies. In addition, based on fuzzy description logic, a description logic named the fuzzy spatio-temporal description logic, which provides a logical basis for the fuzzy spatio- temporal ontologies, is presented. Furthermore, a fuzzy spatiotemporal web ontology language, which is fuzzy and spatio-temporal extension of standard ontology language OWL, is proposed to make the fuzzy spatio-temporal ontologies easy to use and support efficient reasoning. On the basis of fuzzy spatio-temporal ontologies, we investigate a formal approach for constructing fuzzy spatiotemporal ontologies from fuzzy spatio- temporal Petri nets, ie, transforming fuzzy spatio-temporal Petri nets (including Petri net model and Petri net instance) into fuzzy spatio- temporal ontologies at both structure and instance levels. Finally, we prove the correctness of the transformation and provide a detailed transformation example.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika



POVEZANOST RADA


Projekt / tema
7619 HRZZ

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Slobodan Ribarić (autor)

Citiraj ovu publikaciju

(The work was supported by the National Natural Science Foundation of China (61772269 and 61370075), NUPTSF (NY217133), and in part by the Chinese-Croatian Scientific and Technological Cooperation.) Cheng, Haitao; Yan, Li; Ma, Zongmin; Ribarić, Slobodan
Fuzzy spatio-temporal ontologies and formal construction based on fuzzy Petri nets // Computational Intelligence, 35 (2019), 1; 1-36 doi:10.1111/coin.12199 (međunarodna recenzija, članak, znanstveni)
(The work was supported by the National Natural Science Foundation of China (61772269 and 61370075), NUPTSF (NY217133), and in part by the Chinese-Croatian Scientific and Technological Cooperation.) (The work was supported by the National Natural Science Foundation of China (61772269 and 61370075), NUPTSF (NY217133), and in part by the Chinese-Croatian Scientific and Technological Cooperation.) Cheng, Haitao, Yan, L., Ma, Z. & Ribarić, S. (2019) Fuzzy spatio-temporal ontologies and formal construction based on fuzzy Petri nets. Computational Intelligence, 35 (1), 1-36 doi:10.1111/coin.12199.
@article{article, year = {2019}, pages = {1-36}, DOI = {10.1111/coin.12199}, keywords = {construction, fuzzy Petri nets, fuzzy spatio-temporal ontologies, ontologies, SemanticWeb}, journal = {Computational Intelligence}, doi = {10.1111/coin.12199}, volume = {35}, number = {1}, issn = {0824-7935}, title = {Fuzzy spatio-temporal ontologies and formal construction based on fuzzy Petri nets}, keyword = {construction, fuzzy Petri nets, fuzzy spatio-temporal ontologies, ontologies, SemanticWeb} }

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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