Development of an intelligent learning system based on fuzzy logic

Autor:	V V Izvozchikova, T E Tlegenova, V V Markovin
Rok vydání:	2022
Zdroj:	IOP Conference Series: Materials Science and Engineering. 1227:012007
ISSN:	1757-899X 1757-8981
DOI:	10.1088/1757-899x/1227/1/012007
Popis:	In modern institutions of higher education, the positive result of their work is measured by the progress of the student or by the factor how well the student meets the standard set by the state and the internal situation of the educational institution. In the current study, a new approach is proposed in assessing the progress of students, which is based on a fuzzy logic system. The proposed method uses three indicators: test tasks, written work and the possibility of mutual evaluation of students. Then, the quality of knowledge is assessed through the use of fuzzy logic, which is based on the Mamdani method. The results of applying this approach show that the proposed method can have practical application in assessing the quality of students’ progress.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::7bc51e4ff51e275e7bba2a6f0a45ff7b https://doi.org/10.1088/1757-899x/1227/1/012007 Zobrazit plný text záznamu