Sentiment Polarity as a Stylistic Feature for Attribution of English Prose
In this paper, we expand our exploration the usefulness of sentiment polarity as a stylistic feature for authorship attribution. We briefly describe our methodology and present the results from experiments using three English prose corpora. A comparison with attribution performed using traditional s...
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| Main Author: | |
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| Format: | Article |
| Language: | English |
| Published: |
LibraryPress@UF
2025-05-01
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| Series: | Proceedings of the International Florida Artificial Intelligence Research Society Conference |
| Subjects: | |
| Online Access: | https://journals.flvc.org/FLAIRS/article/view/138726 |
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| Summary: | In this paper, we expand our exploration the usefulness of sentiment polarity as a stylistic feature for authorship attribution. We briefly describe our methodology and present the results from experiments using three English prose corpora. A comparison with attribution performed using traditional stylistic features on the same corpora is presented along with a brief comparison with prior results on sentiment-polarity-based attribution of poetry. We point out some limitations of our methodology and outline directions for further research.
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| ISSN: | 2334-0754 2334-0762 |