Psychological Science and Education
2012. Vol. 17, no. 5, 58–66
ISSN: 1814-2052 / 2311-7273 (online)
A Concept of Decision Support System for Intelligence Testing
Abstract
We present a new decision support system based on the use of factor models and Kohonen self-organizing maps, and a filtration method of artifacts that distort test results and are caused by environment influence, such as fatigue, cheating etc. Removal of artifacts is performed by comparing observed and predicted responses to questions using adapted Kalman filter. Based on test answers, we estimate the distribution of measures of correspondence to various development levels of abilities. The required level of findings reliability being reached, the test procedure can be optimized by reducing redundant tasks. The approach proposed has advantages over the previously used methods of testing, due to its greater informativity associated with the influence of the time factor on test results.
General Information
Keywords: intelligence tests, Kohonen self-organizing maps, Kalman filter
Journal rubric: Psychological Diagnostics
Article type: scientific article
For citation: Panfilova A.S. A Concept of Decision Support System for Intelligence Testing. Psikhologicheskaya nauka i obrazovanie = Psychological Science and Education, 2012. Vol. 17, no. 5, pp. 58–66. (In Russ., аbstr. in Engl.)
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