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文章基本信息

  • 标题:An approach to testing intellectual abilities and eliminating artifacts
  • 本地全文:下载
  • 作者:Panfilova A.S.
  • 期刊名称:Psychological Science and Education
  • 印刷版ISSN:1814-2052
  • 电子版ISSN:2311-7273
  • 出版年度:2013
  • 期号:3
  • 页码:54-66
  • 出版社:Moscow State University of Psychology and Education
  • 摘要: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.
  • 关键词:intelligence testing; factor models; Kalman filter.
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