JAIT 2024 Vol.15(5): 642-648
doi: 10.12720/jait.15.5.642-648

Multi-criteria Assessment of a Student’s Individual Profile

Assel Bektenova* , Natalya Denissova , Irina Doymina , Oryngul Sadykanova

  • School of Information Technology and Intelligent Systems, East Kazakhstan Technical University, Kazakhstan

* Corresponding author

  • Manuscript receivedNovember 22, 2023
  • revisedDecember 21, 2023
  • acceptedJanuary 19, 2024
  • publishedMay 28, 2024

Abstract

At the junction of modern social processes, the problem of forming an individual with a high sense of social responsibility, adequate creative activity, morality, and a well-rounded personality has arisen. As well as the use of individual capabilities and intellectual abilities in their activities. One of the main tasks of intellectual schools is the formation of a creative, competent personality through the best examples of world civilization, the development of the intellectual and creative potential of students. To solve such global problems, scientists around the world use various methods; in our research we will try to use fuzzy logic. The article uses a fuzzy model for assessing the quality of education based on the theory of fuzzy sets, which will provide a clearer visualization of individual trajectories of students. To form a model for assessing students’ competencies, a matrix of paired comparisons is used as a defuzzification method. During the research, it was possible to conduct a detailed quantitative and qualitative survey of groups of students. Thus, based on expert assessments, we found that there are significant factors that impede the implementation of the new teaching format, and this contributes to the development of an algorithm for identifying giftedness (student profile) and teaching the student taking into account individual needs.

Keywords

  • giftedness
  • individual trajectory
  • methods for determining giftedness fuzzy sets
  • pairwise comparison matrix
  • decision making
JAIT-V15N5-642

How to Cite

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Assel Bektenova, Natalya Denissova, Irina Doymina, and Oryngul Sadykanova, "Multi-criteria Assessment of a Student’s Individual Profile," Journal of Advances in Information Technology, vol. 15, no. 5, pp. 642-648, 2024. https://doi.org/10.12720/jait.15.5.642-648

Copyright & License

Copyright © 2024 by the authors. This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited (CC BY 4.0).

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