Nalazite se na CroRIS probnoj okolini. Ovdje evidentirani podaci neće biti pohranjeni u Informacijskom sustavu znanosti RH. Ako je ovo greška, CroRIS produkcijskoj okolini moguće je pristupi putem poveznice www.croris.hr
izvor podataka: crosbi !

Integration of Expert Systems and Neural Networks in Recognizing Mathematically Gifted Children (CROSBI ID 546808)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Pavleković, Margita ; Zekić-Sušac, Marijana ; Đurđević, Ivana Integration of Expert Systems and Neural Networks in Recognizing Mathematically Gifted Children // ITI ... / Luzar-Stiffler, Vesna ; Hljuz Dobrić, V. ; Bekić, Z. (ur.). 2008. str. 557-562

Podaci o odgovornosti

Pavleković, Margita ; Zekić-Sušac, Marijana ; Đurđević, Ivana

engleski

Integration of Expert Systems and Neural Networks in Recognizing Mathematically Gifted Children

The paper investigates the possibility of integrating expert systems and neural networks in an intelligent decision support tool that will be able to assist teachers in recognizing mathematically gifted children in elementary schools. The knowledge base of the expert system consisted of five logic blocks describing basic components of a child's mathematical gift identified in authors' previous research. The neural network model was created to learn psychological evaluations of children. The performance of individual models was compared using a 10-fold cross-validation procedure. Three neural network algorithms were tested. The results showed that the average hit rate of the expert system was higher than the average hit rate of the neural network model. In order to improve the accuracy of identifying gifted children, a postprocessing procedure is suggested that combines the results of both models. The integrated model was found to be more successful in recognizing mathematically gifted children.

Intelligent systems in education; expert systems; neural networks; mathematical gift detection.

Rad je citiran u bazama: INSPEC Database, Physics Abstracts, Electrical & Electronics Abstracts, Computer & Control Abstracts.

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

Podaci o prilogu

557-562.

2008.

nije evidentirano

objavljeno

978-953-7138-12-7

Podaci o matičnoj publikaciji

Proceedings of the ITI 2008 - 30th International Conference on Information Technology Interfaces

Luzar-Stiffler, Vesna ; Hljuz Dobrić, V. ; Bekić, Z.

Zagreb: IEEE Region 8, Catalog Number CFP08498-PRT

1330-1012

Podaci o skupu

30th International Conference on Information Technology Interfaces

predavanje

23.06.2008-26.06.2008

Dubrovnik, Hrvatska

Povezanost rada

Informacijske i komunikacijske znanosti, Matematika