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Jane Austen in Digital Age : Sentiment Analysis of Northanger Abbey and Persuasion

  • 간행물
    인문언어 KCI 등재 바로가기
  • 권호(발행년)
    제25권 1호 (2023.06) 바로가기
  • 페이지
    pp.61-87
  • 저자
    Chen Yue
  • 언어
    영어(ENG)
  • URL
    https://www.earticle.net/Article/A432273

원문정보

초록

영어
Nowadays, with the development of natural language processing, emotional messages encoded in spoken or written texts can be explored with technology. While digital humanity (DH) is regarded as the crisis of the humanities, it can, on the other hand, empower and enhance humanity studies. Numerous studies about Jane Austen have been conducted, but few of them engage with the sentiments of her novels. To detect the sentimental changes in Austen's novels and relations between the novels and Austen's cultural background, this research combines several open-source tools (R packages) with custom scripts and modifications to produce sentimental trajectories of Austen's early and late novels Northanger Abbey and Persuasion. The findings of this research are fourfold. Firstly, in both novels, Austen subverts the conventional image of “beautiful heroine” and emphasizes the capabilities of normal girls in solving problems so as to encourage them stand on the center of their own life stage. Secondly, Persuasion, though written when Austen was sick, has a higher sentiment value than Northanger Abbey. Thirdly, in expressing negative emotions in Northanger Abbey, Austen uses “linguistic negations” to satirize the conventional Gothic narratives. Fourthly, the depressed emotions in Persuasion always stimulate introspection of the characters and help them become more mature.

목차

I. Digital Jane Austen
II. Literature Review on Sentiment Study
III. Research Design and Methods
1. Corpora Construction
2. Methodology
IV. Sentiment Dynamics of the Two Novels
1. Similarities
2. Emotional Gaps
V. Sentiment Dynamics of the Two Novels
VI. Conclusion
Works Cited
[Appendix 1] Code for Generating Positive/Negative Words
[Abstract]

저자

  • Chen Yue [ 진열 | Yonsei University ]

참고문헌

자료제공 : 네이버학술정보

    간행물 정보

    • 간행물
      인문언어 [LINGUA HUMANITATIS]
    • 간기
      반년간
    • pISSN
      1598-2130
    • 수록기간
      2000~2025
    • 등재여부
      KCI 등재
    • 십진분류
      KDC 705 DDC 405