Development of Psychological Diagnostics Systems Basing on New Mathematical Representations

Author:

Kuravsky L.S.1ORCID,Yuryev G.A.1ORCID,Yuryeva N.E.1ORCID,Nikolaev I.A.1ORCID,Nesimova A.O.1ORCID,Polyakov B.Y.1ORCID,Kozyrev A.D.1ORCID

Affiliation:

1. Moscow State University of Psychology and Education

Abstract

<p style="text-align: justify;">Suggested is a new approach to development of the adaptive systems for psychological diagnostics, which can be considered as artificial intelligence tools for assessing the subject activities. It is based on the convolution of the applied Markovian process representing a diagnostic procedure under study into the quantum representation, which makes it possible to reveal the structure of this procedure with the aid of the quantum spectral analysis. When small samples of empirical data are in use to set up diagnostic tools, the considered quantum estimates have significant advantages over the relevant likelihood and Bayesian estimates as well as over the simpler estimates based on the neural networks.</p>

Publisher

Moscow State University of Psychology and Education

Subject

General Earth and Planetary Sciences,General Environmental Science

Reference24 articles.

1. Ermakov S.S., Shepeleva E.A., Savenkov E.A. Analiz vozmozhnostei metoda komp'yuterizirovannogo adaptivnogo podkhoda k zadacham psikhologicheskoi diagnostiki i obucheniya [Analysis of the possibilities of the method of a computerized adaptive approach to the tasks of psychological diagnosis and training]. Eksperimental’naya psikhologiya = Experimental Psychology (Russia), 2023. (In print). (In Russ.).

2. Kuravsky L.S., Yuryev G.A. Adaptivnoe testirovanie kak markovskii protsess: modeli i ikh identifikatsiya [Adaptive testing as a Markov process: models and their identification]. Neirokomp'yutery: razrabotka i primenenie = Neurocomputers: development and application, No. 2, pp. 21—29. (In Russ.).

3. Kuravsky L.S., Yuryev G.A. Veroyatnostnyi metod fil'tratsii artefaktov pri adaptivnom testirovanii[Probabilistic method of filtering artifacts in adaptive testing]. Eksperimental'naya psikhologiya = Experimental psychology (Russia), No. 1(5), pp. 119—131. (In Russ.).

4. Kuravsky L.S., Yuryev G.A. Ob odnom podkhode k adaptivnomu testirovaniyu i ustraneniyu ego artefaktov [On one approach to adaptive testing and elimination of its artifacts]. Neirokomp'yutery: razrabotka i primenenie = Neurocomputers: development and application, 2012. No. 1, pp. 54—66. (In Russ.).

5. Kuravsky L.S., Artemenkov S.L., Yuryev G.A., Grigorenko E.L. Novyi podkhod k komp'yuterizirovannomu adaptivnomu testirovaniyu [A new approach to computerized adaptive testing]. Eksperimental'naya psikhologiya = Experimental psychology (Russia), Vol. 10, no. 3, pp. 33—45. DOI:10.17759/exppsy.2017100303 (In Russ.).

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