Russian Psychological Issues PsyJournals.ru
OPEN ACCESS JOURNALS
JournalsTopicsAuthorsEditor's Choice For AuthorsAbout PsyJournals.ruContact Us

  Previous issue (2019. Vol. 24, no. 5)

Included in Web of Science СС (ESCI)

CrossRef

Psychological Science and Education

Publisher: Moscow State University of Psychology and Education

ISSN (printed version): 1814-2052

ISSN (online): 2311-7273

DOI: https://doi.org/10.17759/pse

License: CC BY-NC 4.0

Started in 1996

Published 6 times a year

Free of fees
Open Access Journal

 

An approach to testing intellectual abilities and eliminating artifacts 1037

Panfilova A.S., PhD in Engineering, Head of the Laboratory of Quantitative Psychology, Moscow State University of Psychology & Education, Moscow, Russia, panfilova87@gmail.com
Abstract
We present a new approach to the description of the testing process of intellectual abilities using factor models with simplex structure, taking into account the results and dynamics of completing a test. Its feature is the application of Kohonen self-organizing maps for the probabilistic assessment of subject’s being on a certain level of intelligence. Elimination of artifacts caused by various forms of environmental influence is performed by comparing the observed and the expected results of the answers to the test questions using a digital multi- dimensional Kalman filter adapted to solve the problem.

Keywords: intelligence testing, factor models, Kalman filter.

Column: Psychological Diagnostics

For Reference

References
  1. Akimova M. K. Psihologicheskaja diagnostika / Pod red. M. K. Akimovoj. SPb., 2005.
  2. Anastazi A., Urbina S. Psihologicheskoe testi- rovanie. SPb., 2001.
  3. Gamezo M. V., Domashenko I. A. Atlas po psihologii: Inform.-metod. posobie k kursu «Psi- hologija cheloveka». M., 2001.
  4. Godfrua Zh. Chto zhe takoe psihologija: V 2-h t. Izd. 2-e, stereotipnoe, T.1: Per. s franc. M., 1966.
  5. Kardanova E. Ju. Modelirovanie i parametriza- cija testov: osnovy teorii i prilozhenija. FGU «Federal'nyj centr testirovanija», 2008.
  6. Kupavskij L. S., Mapmaljuk P. A., Panfilova A. S., Ushakov D. V. Issledovanie faktop-nyh vlijanij na pazvitie psihologicheskih hapaktepistik s ppimeneniem novogo podhoda k ocenke adek- vatnosti modelej nabljudenijam // Informacionnye tehnologii. 2011. № 11.
  7. Panfilova A. S. Sistema testirovanija intelle- kta na baze faktornyh modelej i samoorganizujushhihsja kart Kohonena // Nejrokomp'jutery: razrabotka i primenenie. 2012. № 9.
  8. Panfilova A. S. Primenenie samoorganizujush- hihsja kart Kohonena i metoda Monte-Karlo dlja issledovanija adekvatnosti faktornyh modelej in- tellekta // Psihologicheskaja nauka i obrazovanie. 2011. № 5.
  9. Raven Dzh. K., Raven Dzh., Kurt Dzh. H. Rukovodstvo k Progressivnym matricam Ravena i Slovarnym shkalam. Razd. 1. Obshhaja chast' rukovodstva. M., 1997.
  10. Ushakov D. V. Intellekt: strukturno-dinami- cheskaja teorija. M.,, 2003.
  11. Shahtarin B. I. Sluchajnye processy v radio- tehnike. 4-e izd., pererab. i dopoln. T. 1. Linejnye preobrazovanija. M., 2010.
  12. Rasch G .Probabilistic models for some inte- lligence and attainment tests // Copenhagen, Danish Institute for Educational Research, ex- panded edition (1980) with foreword and after- word by B. D. Wright. Chicago: The University of Chicago Press. 1960/1980.
comments powered by Disqus
 
About PsyJournals.ru

© 2007–2020 Portal of Russian Psychological Publications. All rights reserved

PsyJournals.ru in Russian

Publisher: Moscow State University of Psychology and Education

Catalogue of academic journals in psychology & education MSUPE

Creative Commons License

RSS Psyjournals at facebook Psyjournals at Twitter Psyjournals at Youtube ??????.???????