Examining Sentiment in Complex Texts. A Comparison of Different Computational Approaches

Can we rely on computational methods to accurately analyze complex texts? To answer this question, we compared different dictionary and scaling methods used in predicting the sentiment of German literature reviews to the “gold standard” of human-coded sentiments. Literature reviews constitute a chal...

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Detalhes bibliográficos
Main Authors: Stefan Munnes, Corinna Harsch, Marcel Knobloch, Johannes S. Vogel, Lena Hipp, Erik Schilling
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2022-05-01
Colecção:Frontiers in Big Data
Assuntos:
sentiment analysis
German literature
dictionary
word embeddings
automated text analysis
computer-assisted text analysis
Acesso em linha:https://www.frontiersin.org/articles/10.3389/fdata.2022.886362/full
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