Mathematical Aspects of the Concept of Adaptive Training Device-Reference-Cited by-同舟云学术

Mathematical Aspects of the Concept of Adaptive Training Device

Published:2016 Issue:2 Volume:21 Page:84-95
ISSN:1814-2052
Container-title:Психологическая наука и образование
language:
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Author:

Kuravsky L.S.¹,Margolis A.A.²,Marmalyuk P.A.²,Panfilova A.S.²,Yuryev G.A.²^ORCID

Affiliation:

1. Moscow State University of Psychology and Education

2. Moscow State University of Psychology & Education

Abstract

The paper presents a concept of an adaptive training system implied for electronic learning that supports the choice of tasks according to parametric models. This approach is an alternative to the adaptive technologies based on item response theory (IRT). The features of the diagnostic methods underlying the choice of tasks presented in tests include, firstly, the account of the dynamics in an individual’s levels of performance and in the time s/he needs to complete the test, and, secondly, the lesser amount of tasks required to be presented in the training session.

Publisher

Federal State-Financed Educational Institution of Higher Education Moscow State University of Psychology and Education

Subject

Developmental and Educational Psychology,Education,Social Psychology,Psychology (miscellaneous)

Link

https://psyjournals.ru/files/82330/pno_2016_n2_kuravsky.pdf

Reference15 articles.

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3. Kuravsky L.S., Margolis A.A., Marmalyuk P.A., Yuryev G.A., Dumin P.N. Obuchaemye markovskie modeli v zadachakh optimizatsii poryadka predâyavleniya psikhologicheskikh testov [Trained Markov models to optimize the order of tasks in psychological testing]. Neirokompâyutery: razrabotka i primenenie [Neurocomputers: development and application], 2013, no. 4, pp. 28â38.

4. Kuravsky L.S., Margolis A.A., Marmalyuk P.A., Yuryev G.A., Dumin P.N., Kulik S.D. Patent na poleznuyu modelâ â122796, Rossiiskaya Federatsiya (RU) kl. MPK G09B 31/07. Sistema podderzhki prinyatiya reshenii dlya psikhologicheskogo i pedagogicheskogo testirovaniya [Decision support system for psychological and pedagogical testing]. / L.S. Kuravsky, A.A. Margolis, P.A. Marmalyuk, G.A. Yuryev, P.N. Dumin, S.D. Kulik (Rossiya). Zayavka â2012132684/08, 31.07.2012; Opublikovano 10.12.2012, Byul. â34; Prioritet ot 31.07.2012 (ROSPATENT).

5. Kuravsky L.S., Margolis A.A., Yuryev G.A. Psikhologicheskii trening na osnove neirosetevoi tekhnologii [Psychological training based on neural network technology]. Neirokompâyutery: razrabotka i primenenie [Neurocomputers: development and application], 2009, no. 9, pp. 20â26.

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