Sentiment analysis in Great Expectations using SEANCE
DOI:
https://doi.org/10.21814/h2d.7270Keywords:
digital humanities, literature and transdisciplinarity, Charles Dickens, Great Expectations, English literatureAbstract
The use of computational tools in the area of literary studies constitutes fertile ground, as pointed out by several international researches (Moretti, 2008; Rebora, 2023; Sergio Ferreira, 2024), which is still, not withstanding, an area that must be investigated further in lusophone studies. The current paper had as its objective to add to these efforts, making use of the technique of sentiment analysis, specifically through the SEANCE tool, for application on the novel Great Expectations by Charles Dickens (2024). The research sought to verify the relevance of a significant representative of computational tools (Rebora, 2023) to the study of the literary work in consideration, as well as to launch an exploratory investigation of the results to be obtained. Starting from this comparison of the a posteriori results extracted through computational means to the a priori subjective conceptions of researchers of the novel, it was possible to reach the goals that had been drawn out. The results confirmed certain expectations of the subjective analysis, and also indicated potential pathways to future studies. In this manner, the current paper adds to the efforts of expanding the acting of literary studies within the larger field of the digital humanities.
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References
Abdaoui, A., Azé, J., Bringay, S., & Poncelet, P. (2017). FEEL: A French expanded emotion lexicon. Language Resources and Evaluation, 51(3), 833–855. https://doi.org/10.1007/s10579-016-9364-5
Benjamin, W. (1987). Magia e técnica, arte e política: Ensaios sobre literatura e história da cultura (S. P. Rouanet, Trad.; 3.ª ed., Vol. 1). Brasiliense.
Calvino, I. (2009). Assunto encerrado: Discursos sobre literatura e sociedade (R. Barni, Trad.). Companhia das Letras. (Obra original publicada em 1980).
Dickens, C. (1998). Great expectations. Project Gutenberg. https://www.gutenberg.org/ebooks/1400 (Obra original publicada em 1861)
Fernandes Rezende Ribeiro, P., & Cestari, J. M. A. P. (2023). Análise de sentimento da poesia de João Cabral de Melo Neto. In ISLA 2023 proceedings (Artigo 1). Association for Information Systems. https://aisel.aisnet.org/isla2023/1/
Kim, H. (2022). Computational approaches in the humanities: From sentiment analysis to deep learning colorization [Tese de doutoramento, Texas A&M University]. OAKTrust Digital Repository. https://oaktrust.library.tamu.edu/bitstreams/148cf80d-fc64-4003-bf06-4d725ff937d9/download
Kobaliani, L., de Souza, R. C., & Ferreira, F. J. (2024). Their cup of tea: Emotions and drinking in Victorian-era literature. Via Panoramica: Revista de Estudos Anglo-Americanos / A Journal of Anglo-American Studies, 13(2), 63–78. https://doi.org/10.21747/2182-9934/via13_2a3
Kyle, K., & Crossley, S. A. (2018, 2 de novembro). SEANCE user manual (Versão 1.2.0) [Manual do utilizador]. NLP Tools for the Social Sciences. https://drive.google.com/file/d/1-daFeNoOGNZQxlIQiSfr0-CFHwqVjkAj/view
Liu, B. (2015). Sentiment analysis: Mining opinions, sentiments, and emotions. Cambridge University Press. https://doi.org/10.1017/CBO9781139084789
Mallarmé, S. (1991). Brise marine. In A. de Campos, D. Pignatari, & H. de Campos (Orgs. e Trads.), Mallarmé (3.ª ed., p. 44). Perspectiva.
Mohammad, S. M., & Turney, P. D. (2013). Crowdsourcing a word–emotion association lexicon. Computational Intelligence, 29(3), 436–465. https://doi.org/10.1111/j.1467-8640.2012.00460.x
Moretti, F. (2008). A literatura vista de longe (A. Pessoa Neto, Trad.). Arquipélago Editorial. (Obra original publicada em 2005).
NLP Tools for the Social Sciences. (s.d.). SEANCE: Sentiment analysis and cognition engine. Recuperado em 7 de junho de 2026, de https://www.linguisticanalysistools.org/seance.html
Rebora, S. (2023). Sentiment analysis in literary studies: A critical survey. Digital Humanities Quarterly, 17(2), Artigo 000691. https://doi.org/10.63744/xnwkv45ss2ax
Sergio Ferreira, R. de S. (2024). A técnica na análise de obras literárias. In A. Monteiro & P. B. Teixeira (Orgs.), A literatura e seus outros (pp. 65–78). MC&G/Universidade Federal de Juiz de Fora. https://doi.org/10.61367/9786561150071
Thomson, D. (2018). ‘Prelude’ as lifespan gauge: Quantifying psychological processes over time. Scientific Study of Literature, 7(2), 232–256. https://doi.org/10.1075/ssol.16023.tho
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