Sentiment Analysis in Literary Studies. A Critical Survey. Rebora, S. Digital Humanities Quarterly, 2023. 🏷️ /unread、CDH远读课程书单（2024-2025）、6. Sentiment, Affect and Stylometric Identity![Sentiment Analysis in Literary Studies. A Critical Survey [link]](https://bibbase.org/img/filetypes/link.svg "link")
Paper doi abstract bibtex The article sets up a critique of Sentiment Analysis (SA) tools in literary studies, both from a theoretical and a computational point of view. In the first section, a possible use of SA in narratology and reader response studies is discussed, highlighting the gaps between literary theories and computational models, and suggesting possible solutions to fill them. In the second section, a stratified taxonomy of SA tools is proposed, which distinguishes: (1) the emotion theory adopted by the tool; (2) the method used to build the emotion resources; (3) the technique adopted to accomplish the analysis. A critical survey of six representative SA tools for literary studies (Syuzhet, Vader, SentiArt, SEANCE, Stanford SA, and Transformers Pipelines) closes the article.
@article{reboraSentimentAnalysisLiterary2023,
title = {Sentiment {Analysis} in {Literary} {Studies}. {A} {Critical} {Survey}},
volume = {17},
issn = {1938-4122},
shorttitle = {文学研究中的情感分析：一项批判性调查},
url = {https://dhq.digitalhumanities.org/vol/17/2/000691/000691.html},
doi = {10.63744/xnwkv45ss2ax},
abstract = {The article sets up a critique of Sentiment Analysis (SA) tools in literary studies, both from a theoretical and a computational point of view. In the first section, a possible use of SA in narratology and reader response studies is discussed, highlighting the gaps between literary theories and computational models, and suggesting possible solutions to fill them. In the second section, a stratified taxonomy of SA tools is proposed, which distinguishes: (1) the emotion theory adopted by the tool; (2) the method used to build the emotion resources; (3) the technique adopted to accomplish the analysis. A critical survey of six representative SA tools for literary studies (Syuzhet, Vader, SentiArt, SEANCE, Stanford SA, and Transformers Pipelines) closes the article.},
language = {en},
number = {2},
journal = {Digital Humanities Quarterly},
author = {Rebora, Simone},
year = {2023},
note = {🏷️ /unread、CDH远读课程书单（2024-2025）、6. Sentiment, Affect and Stylometric Identity},
keywords = {/unread, 6. Sentiment, Affect and Stylometric Identity, CDH远读课程书单（2024-2025）},
}
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