Psychology: Techniques and Application

Psychology: Techniques and Application ›› 2019, Vol. 7 ›› Issue (10): 605-613.doi: 10.16842/j.cnki.issn2095-5588.2019.10.005

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Psychological Analysis of Literary Characters based on Transfer Learning

  

  1. (1 Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China)
    (2 University of Chinese Academy of Sciences, Beijing 100049, China)
    (3 Shandong Jianzhu University, Shandong 250101, China)
  • Online:2019-10-01 Published:2019-10-08

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Abstract: In recent years, with the development of computer natural language processing and machine learning technology, the use of network behavior to predict users psychological characteristics has gradually become a focus of interdisciplinary research. The analysis of literary characters by the intelligent analysis system based on ecological recognition has been proved to be effective, but there are still some deficiencies. In this paper, the idea of transfer learning is introduced into the intelligent analysis system of literature. Taking the literary characters described by the English writer William Somerset Maugham as an example, the prediction effect is found to be improved to a certain extent, thus proving the effectiveness of transfer learning in the psychological analysis model of literary characters.

Key words: transfer learning, the model of psychological prediction for literary characters, the novel by William Somerset Maugham

CLC Number: 

  • TP391
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