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Statements

Subject Item
n2:RIV%2F49777513%3A23510%2F03%3A00000031%21RIV%2F2004%2FGA0%2F235104%2FN
rdf:type
n10:Vysledek skos:Concept
dcterms:description
In the paper the fuzzy data processing and an application of the optimization for knowledge system construction are presented. This knowledge system works on the base of fuzzy classification. The application of a learning method to the input data for th e purpose of classification is proposed. The mathematical optimization algorithm for the etalon searching for classified class is used and applied for the classification and implementation of a knowledge base. The structure of the input and output d ata is represented in the form of fuzzy sets and membership function values of these sets. The construction of these sets and transformation of linguistic variables are described. Finally the construction of output membership function is proposed and defuzzification is described. The application of the proposed algorithms is presented on the example of the system for job hunting. In the paper the fuzzy data processing and an application of the optimization for knowledge system construction are presented. This knowledge system works on the base of fuzzy classification. The application of a learning method to the input data for th e purpose of classification is proposed. The mathematical optimization algorithm for the etalon searching for classified class is used and applied for the classification and implementation of a knowledge base. The structure of the input and output d ata is represented in the form of fuzzy sets and membership function values of these sets. The construction of these sets and transformation of linguistic variables are described. Finally the construction of output membership function is proposed and defuzzification is described. The application of the proposed algorithms is presented on the example of the system for job hunting.
dcterms:title
The use of optimization in fuzzy knowledge system construction The use of optimization in fuzzy knowledge system construction
skos:prefLabel
The use of optimization in fuzzy knowledge system construction The use of optimization in fuzzy knowledge system construction
skos:notation
RIV/49777513:23510/03:00000031!RIV/2004/GA0/235104/N
n3:strany
87-100
n3:aktivita
n17:P
n3:aktivity
P(GA402/03/0668), P(GP402/01/P074)
n3:cisloPeriodika
0
n3:dodaniDat
n9:2004
n3:domaciTvurceVysledku
n8:3379701 n8:4236815
n3:druhVysledku
n14:J
n3:duvernostUdaju
n13:S
n3:entitaPredkladatele
n16:predkladatel
n3:idSjednocenehoVysledku
632323
n3:idVysledku
RIV/49777513:23510/03:00000031
n3:jazykVysledku
n5:eng
n3:klicovaSlova
Fuzzy set; membership value; fuzzy classification;
n3:klicoveSlovo
n6:fuzzy%20classification n6:Fuzzy%20set n6:membership%20value
n3:kodStatuVydavatele
SK - Slovenská republika
n3:kontrolniKodProRIV
[47DF3633F5B7]
n3:nazevZdroje
Journal of Information, Control and Management Systems
n3:obor
n18:BB
n3:pocetDomacichTvurcuVysledku
2
n3:pocetTvurcuVysledku
2
n3:pocetUcastnikuAkce
0
n3:pocetZahranicnichUcastnikuAkce
0
n3:projekt
n7:GA402%2F03%2F0668 n7:GP402%2F01%2FP074
n3:rokUplatneniVysledku
n9:2003
n3:svazekPeriodika
1
n3:tvurceVysledku
Plevný, Miroslav Gangur, Mikuláš
s:issn
1336-1716
s:numberOfPages
14
n15:organizacniJednotka
23510