Publishing Journal ›› 2022, Vol. 30 ›› Issue (2): 57-.

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Research on the Characteristics of Digital Humanistic Knowledge Based on
Natural Language Processing

  

  1. (School of Media and Communication, Shenzhen University, Shenzhen, 518060)(Institute for
    Cultural Industries Shenzhen University, Shenzhen, 518060)
  • Online:2022-03-15 Published:2022-04-07

Abstract:

The paper proposes a wordVAE digital humanities knowledge production feature
mining method based on the combination of word2vec and Variational Auto-Encoder (VAE).
The study conducts an empirical research on the characteristics of knowledge production taking
digital humanities research results (CSSCI Journal Papers) and related books as research
objects. The research shows that :in terms of the research results of Journal Papers, the main
characteristics of digital humanities knowledge production are the coexistence of knowledge
production structure and boundary blurring, and interdisciplinary collaboration. In terms of
the research results of books, the main characteristics are thematic cohesiveness and broad
horizons.

Key words:

Paradigm shift

CLC Number: