Fuzzy cognitive map for student evaluation model

Márta Takács, I. Rudas, Zoltán Lantos

Research output: Conference contribution

1 Citation (Scopus)

Abstract

In the paper a novel Fuzzy Cognitive Map based algorithm was introduced for the calculation of the values of the interrelation levels between the factors in a system for the student grade evaluation. Furthermore using the calculated edge weights between the factors, and differences of the stored and filtered dates for students from the Neptun education IT system, a learning algorithm was presented, with the learning cycles and states related for successive known semesters. Continuing the learning process, we can predict, make the forecast for the factors and states for the forthcoming semesters, with the unknown factor values.

Original languageEnglish
Title of host publicationConference Proceedings - 2014 International Conference on System Science and Engineering, ICSSE 2014
PublisherIEEE Computer Society
Pages284-287
Number of pages4
ISBN (Print)9781479943678
DOIs
Publication statusPublished - 2014
Event2014 International Conference on System Science and Engineering, ICSSE 2014 - Shanghai, China
Duration: júl. 11 2014júl. 13 2014

Other

Other2014 International Conference on System Science and Engineering, ICSSE 2014
CountryChina
CityShanghai
Period7/11/147/13/14

Fingerprint

Students
Learning algorithms
Education

ASJC Scopus subject areas

  • Control and Systems Engineering

Cite this

Takács, M., Rudas, I., & Lantos, Z. (2014). Fuzzy cognitive map for student evaluation model. In Conference Proceedings - 2014 International Conference on System Science and Engineering, ICSSE 2014 (pp. 284-287). [6887950] IEEE Computer Society. https://doi.org/10.1109/ICSSE.2014.6887950

Fuzzy cognitive map for student evaluation model. / Takács, Márta; Rudas, I.; Lantos, Zoltán.

Conference Proceedings - 2014 International Conference on System Science and Engineering, ICSSE 2014. IEEE Computer Society, 2014. p. 284-287 6887950.

Research output: Conference contribution

Takács, M, Rudas, I & Lantos, Z 2014, Fuzzy cognitive map for student evaluation model. in Conference Proceedings - 2014 International Conference on System Science and Engineering, ICSSE 2014., 6887950, IEEE Computer Society, pp. 284-287, 2014 International Conference on System Science and Engineering, ICSSE 2014, Shanghai, China, 7/11/14. https://doi.org/10.1109/ICSSE.2014.6887950
Takács M, Rudas I, Lantos Z. Fuzzy cognitive map for student evaluation model. In Conference Proceedings - 2014 International Conference on System Science and Engineering, ICSSE 2014. IEEE Computer Society. 2014. p. 284-287. 6887950 https://doi.org/10.1109/ICSSE.2014.6887950
Takács, Márta ; Rudas, I. ; Lantos, Zoltán. / Fuzzy cognitive map for student evaluation model. Conference Proceedings - 2014 International Conference on System Science and Engineering, ICSSE 2014. IEEE Computer Society, 2014. pp. 284-287
@inproceedings{4b0f55bdecec406badecd1b395bd1569,
title = "Fuzzy cognitive map for student evaluation model",
abstract = "In the paper a novel Fuzzy Cognitive Map based algorithm was introduced for the calculation of the values of the interrelation levels between the factors in a system for the student grade evaluation. Furthermore using the calculated edge weights between the factors, and differences of the stored and filtered dates for students from the Neptun education IT system, a learning algorithm was presented, with the learning cycles and states related for successive known semesters. Continuing the learning process, we can predict, make the forecast for the factors and states for the forthcoming semesters, with the unknown factor values.",
author = "M{\'a}rta Tak{\'a}cs and I. Rudas and Zolt{\'a}n Lantos",
year = "2014",
doi = "10.1109/ICSSE.2014.6887950",
language = "English",
isbn = "9781479943678",
pages = "284--287",
booktitle = "Conference Proceedings - 2014 International Conference on System Science and Engineering, ICSSE 2014",
publisher = "IEEE Computer Society",

}

TY - GEN

T1 - Fuzzy cognitive map for student evaluation model

AU - Takács, Márta

AU - Rudas, I.

AU - Lantos, Zoltán

PY - 2014

Y1 - 2014

N2 - In the paper a novel Fuzzy Cognitive Map based algorithm was introduced for the calculation of the values of the interrelation levels between the factors in a system for the student grade evaluation. Furthermore using the calculated edge weights between the factors, and differences of the stored and filtered dates for students from the Neptun education IT system, a learning algorithm was presented, with the learning cycles and states related for successive known semesters. Continuing the learning process, we can predict, make the forecast for the factors and states for the forthcoming semesters, with the unknown factor values.

AB - In the paper a novel Fuzzy Cognitive Map based algorithm was introduced for the calculation of the values of the interrelation levels between the factors in a system for the student grade evaluation. Furthermore using the calculated edge weights between the factors, and differences of the stored and filtered dates for students from the Neptun education IT system, a learning algorithm was presented, with the learning cycles and states related for successive known semesters. Continuing the learning process, we can predict, make the forecast for the factors and states for the forthcoming semesters, with the unknown factor values.

UR - http://www.scopus.com/inward/record.url?scp=84907081118&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84907081118&partnerID=8YFLogxK

U2 - 10.1109/ICSSE.2014.6887950

DO - 10.1109/ICSSE.2014.6887950

M3 - Conference contribution

AN - SCOPUS:84907081118

SN - 9781479943678

SP - 284

EP - 287

BT - Conference Proceedings - 2014 International Conference on System Science and Engineering, ICSSE 2014

PB - IEEE Computer Society

ER -