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Pregled bibliografske jedinice broj: 509396

Country's internet spreading rate modelling with fuzzy cognitive map


Štula, Maja; Doko, Alen; Maras, Josip
Country's internet spreading rate modelling with fuzzy cognitive map // International Journal of Modelling and Simulation, 31 (2011), 4; 287-295 doi:10.2316/Journal.205.2011.4.205-5525 (međunarodna recenzija, članak, znanstveni)


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Naslov
Country's internet spreading rate modelling with fuzzy cognitive map

Autori
Štula, Maja ; Doko, Alen ; Maras, Josip

Izvornik
International Journal of Modelling and Simulation (0228-6203) 31 (2011), 4; 287-295

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

Ključne riječi
Fuzzy Cognitive Map; internet spreading rate modelling; multiple linear regression

Sažetak
Fuzzy Cognitive Map (FCM) is a qualitative modelling and behaviour simulation method that can utilize imprecise and incomplete information, like one found on the web, to model different systems. Knowledge mapping from such information to a FCM can be accomplished with documentary coding method. This paper shows how this can be done, presenting a FCM map that models internet spreading rate in different countries. Obtained map can simulate the system behaviour and can be used as a decision support tool. The quality of proposed approach, that uses documentary coding to build FCM models from imprecise and incomplete knowledge about system domain, is compared with multiple linear regression statistical method for building models for prediction and explanation. The conclusion made in the paper from the results obtained in the presented example is that when dealing with imprecise and incomplete information about system the FCM method gives robust system model.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekti:
023-0232005-2003 - AgISEco - Agentski orijentirani inteligentni sustavi nadzora i zaštite okoliša (Stipaničev, Darko, MZOS ) ( POIROT)

Ustanove:
Fakultet elektrotehnike, strojarstva i brodogradnje, Split

Profili:

Avatar Url Maja Štula (autor)

Avatar Url Josip Maras (autor)

doi

Citiraj ovu publikaciju

Štula, Maja; Doko, Alen; Maras, Josip
Country's internet spreading rate modelling with fuzzy cognitive map // International Journal of Modelling and Simulation, 31 (2011), 4; 287-295 doi:10.2316/Journal.205.2011.4.205-5525 (međunarodna recenzija, članak, znanstveni)
Štula, M., Doko, A. & Maras, J. (2011) Country's internet spreading rate modelling with fuzzy cognitive map. International Journal of Modelling and Simulation, 31 (4), 287-295 doi:10.2316/Journal.205.2011.4.205-5525.
@article{article, year = {2011}, pages = {287-295}, DOI = {10.2316/Journal.205.2011.4.205-5525}, keywords = {Fuzzy Cognitive Map, internet spreading rate modelling, multiple linear regression}, journal = {International Journal of Modelling and Simulation}, doi = {10.2316/Journal.205.2011.4.205-5525}, volume = {31}, number = {4}, issn = {0228-6203}, title = {Country's internet spreading rate modelling with fuzzy cognitive map}, keyword = {Fuzzy Cognitive Map, internet spreading rate modelling, multiple linear regression} }
@article{article, year = {2011}, pages = {287-295}, DOI = {10.2316/Journal.205.2011.4.205-5525}, keywords = {Fuzzy Cognitive Map, internet spreading rate modelling, multiple linear regression}, journal = {International Journal of Modelling and Simulation}, doi = {10.2316/Journal.205.2011.4.205-5525}, volume = {31}, number = {4}, issn = {0228-6203}, title = {Country's internet spreading rate modelling with fuzzy cognitive map}, keyword = {Fuzzy Cognitive Map, internet spreading rate modelling, multiple linear regression} }

Časopis indeksira:


  • Scopus


Uključenost u ostale bibliografske baze podataka:


  • Compendex (EI Village)
  • INSPEC
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  • Google Scholar


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