TY  JOUR
TI  ALGORITHM FOR SUPPORTING INDIVIDUAL KNOWLEDGE TESTING BASED ON A GENERATIVE ARTIFICIAL INTELLIGENCE SYSTEM
KW  quality of education
KW  artificial intelligence
KW  Large Language Models
KW  prompt
KW  counterfactual analysis
KW  latent signs
KW  grammar test
KW  counterfactual algorithm
KW  model sensitivity
KW  test generation
JO  Scientific and analytical journal «Vestnik Saint-Petersburg university of State fire service of EMERCOM of Russia»
AU  Kotsyuba, I.Y.
AU  Layok, O.V.
AU  Valdayceva, M.V.
PY  2026
IS  2026
PB  Saint-Petersburg University of State Fire Service of Emercom of Russia