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6 - Sentiment Analysis

Published online by Cambridge University Press:  27 March 2026

Valerio Capraro
Affiliation:
Università degli Studi di Milano-Bicocca
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Summary

This chapter introduces sentiment analysis as a bridge between language and decision-making, reviewing emotion taxonomies (valence/arousal, Ekman, Plutchik) and core tools (LIWC, ANEW, SentiWordNet) for measuring the sentiment tenor of text. It proposes LiMoLES, a utility function combining monetary payoffs with language-elicited sentiment, and tests it on framing effects in the extreme Dictator Game, showing that human-rated sentiment predicts altruism better than lexicons. The chapter extends LiMoLES to basic emotions, clarifies limits of lexicon intensity and context, and motivates a shift toward normative components (LiMoLNoS) when emotions alone cannot explain choices, ultimately setting up a broader LENS model of emotional and normative influences.

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  • Sentiment Analysis
  • Valerio Capraro, Università degli Studi di Milano-Bicocca
  • Book: The Economics of Language
  • Online publication: 27 March 2026
  • Chapter DOI: https://doi.org/10.1017/9781009733014.007
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  • Sentiment Analysis
  • Valerio Capraro, Università degli Studi di Milano-Bicocca
  • Book: The Economics of Language
  • Online publication: 27 March 2026
  • Chapter DOI: https://doi.org/10.1017/9781009733014.007
Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

  • Sentiment Analysis
  • Valerio Capraro, Università degli Studi di Milano-Bicocca
  • Book: The Economics of Language
  • Online publication: 27 March 2026
  • Chapter DOI: https://doi.org/10.1017/9781009733014.007
Available formats
×