The Shapes of Stories : Sentiment Analysis for Narrative
Book Details
Format
Paperback / Softback
Book Series
Elements in Digital Literary Studies
ISBN-10
1009270397
ISBN-13
9781009270397
Publisher
Cambridge University Press
Imprint
Cambridge University Press
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Aug 4th, 2022
Print length
75 Pages
Weight
194 grams
Dimensions
15.10 x 22.70 x 1.20 cms
Product Classification:
Literary theory
Ksh 3,300.00
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Sentiment analysis has gained widespread adoption in many fields, but not—until now—in literary studies. Also lacking has been quantitative data to help the scholar choose between the many models. By comparing over three dozen models, including the latest Deep Learning AI, the author details how to choose the correct model.
Sentiment analysis has gained widespread adoption in many fields, but not—until now—in literary studies. Scholars have lacked a robust methodology that adapts the tool to the skills and questions central to literary scholars. Also lacking has been quantitative data to help the scholar choose between the many models. Which model is best for which narrative, and why? By comparing over three dozen models, including the latest Deep Learning AI, the author details how to choose the correct model—or set of models—depending on the unique affective fingerprint of a narrative. The author also demonstrates how to combine a clustered close reading of textual cruxes in order to interpret a narrative. By analyzing a diverse and cross-cultural range of texts in a series of case studies, the Element highlights new insights into the many shapes of stories.
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