Computational Exploration of the Origin of Mood in Literary Texts
Computational Exploration of the Origin of Mood in Literary Texts
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发表时间：
2022
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通讯作者：
Emily Öhman;Riikka Rossi
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作者：
Emily Öhman;Riikka Rossi
本文是一个方法论的探索情绪的起源在早期现代和现代芬兰文学文本使用计算方法。我们讨论了预处理步骤以及各种自然语言处理工具，用于尝试确定文本中最能检测情绪的位置。我们还分享了在此过程中开发的一些工具和资源。我们早期的尝试表明，一本书的前三段可以通过计算检测出整体情绪。
This paper is a methodological exploration of the origin of mood in early modern and modern Finnish literary texts using computational methods. We discuss the pre-processing steps as well as the various natural language processing tools used to try to pinpoint where mood can be best detected in text. We also share several tools and resources developed during this process. Our early attempts suggest that overall mood can be computationally detected in the first three paragraphs of a book.