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A new approach to the psychological testing of students is proposed, based on pairing the text of a science fiction novel with a neural network. The text of the novel, specially written for this work, is full of hyperlinks, the transitions on which provide a connection with the neural network. More precisely, each link is a neuron of the first layer of the network. When following this link, the state of the neuron changes from zero to one. As a result, a well-defined digital image of the reader interacting with the novel is created, fixed in binary variables and analyzed by the neural network.

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Pairing a Neural Network with a Science Fiction Novel: New Opportunities for Psychological Diagnostics of Students and Schoolchildren

  • 会议论文

  • 发表日期：

    2025年

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  • Vladimir N. Yevstifeyev,
  • Ibragim E. Suleimenov,
  • Dinara K. Matrassulova,
  • Dina B. Shaltykova

摘要

A new approach to the psychological testing of students is proposed, based on pairing the text of a science fiction novel with a neural network. The text of the novel, specially written for this work, is full of hyperlinks, the transitions on which provide a connection with the neural network. More precisely, each link is a neuron of the first layer of the network. When following this link, the state of the neuron changes from zero to one. As a result, a well-defined digital image of the reader interacting with the novel is created, fixed in binary variables and analyzed by the neural network.