지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술대회자료
- 저자정보
- 발행연도
- 2018.8
- 수록면
- 113 - 139 (27page)
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초록· 키워드
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○ The purpose of this study is to discuss sentiment analysis of major characters in Shakespeare`s tragedy plays using dialogue corpora, comparing two types of word-lists for sentiment analysis: AFINN(Nielsen 2011) and VADER (Hutto and Gilbert 2014).
○ First, (i) we try to investigate important tone patterns, using line graphs as time visualization, which both polarity(positive/negative) and intensity (strength) of all characters` sentiment valence sum in each of his 10 tragedy plays may show in order to uncover different types of Shakespeare`s tragedy.
○ In order to do, this, this study focuses on the comparison of sentiment analysis of Shakespeare`s love tragedies (Othello, Anthony and Cleopatra, and Romeo and Juliet) and love comedies(A Midsummer Night`s Dream, The Two Gentlemen of Verona and As You Like it), which Archer, Culpeper and Rayson (2005) classified.
○ Second, (ii) we will discuss some features of sentiment changes between characters within an act and across acts in the four tragedies through the development dispersion of emotional relationship. We also use bar graphs as time visualization, which means that knowing who is speaking to whom allows the flow of positive and negative sentiment valence sum to be tracked.
○ Finally, (iii) this study also attempts to visualize network structures connecting major characters in Shakespeare`s connecting major characters in Shakespeare`s tragedy plays to easily figure out their detailed emotion relationship, representing relation visualization.
○ First, (i) we try to investigate important tone patterns, using line graphs as time visualization, which both polarity(positive/negative) and intensity (strength) of all characters` sentiment valence sum in each of his 10 tragedy plays may show in order to uncover different types of Shakespeare`s tragedy.
○ In order to do, this, this study focuses on the comparison of sentiment analysis of Shakespeare`s love tragedies (Othello, Anthony and Cleopatra, and Romeo and Juliet) and love comedies(A Midsummer Night`s Dream, The Two Gentlemen of Verona and As You Like it), which Archer, Culpeper and Rayson (2005) classified.
○ Second, (ii) we will discuss some features of sentiment changes between characters within an act and across acts in the four tragedies through the development dispersion of emotional relationship. We also use bar graphs as time visualization, which means that knowing who is speaking to whom allows the flow of positive and negative sentiment valence sum to be tracked.
○ Finally, (iii) this study also attempts to visualize network structures connecting major characters in Shakespeare`s connecting major characters in Shakespeare`s tragedy plays to easily figure out their detailed emotion relationship, representing relation visualization.
목차
Abstract
1. Introduction
2. VADER
3. Sentiment Analysis
4. Sentiment Networks
5. Conclusion
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UCI(KEPA) : I410-ECN-0101-2018-703-003410789