In the Context of Narrative, we Never Properly Defined the Concept of Valence

P. Boot; Angel Daza; Carsten Schnober; Willem van Hage

In the Context of Narrative, we Never Properly Defined the Concept of Valence

P. Boot, Angel Daza, Carsten Schnober, Willem van Hage

Huygens - Computationele Literatuurwetenschap

Onderzoeksoutput: Hoofdstuk in boek/boekdeel › Bijdrage aan conferentie proceedings › Wetenschappelijk › peer review

Samenvatting

Valence is a concept that is increasingly being used in the computational study of narrative texts. We discuss the history of the concept and show that the word has been interpreted in various ways. Then we look at a number of Dutch tools for measuring valence. We use them on sample fragments from a large collection of narrative texts and find only moderate correlations between the valences as established by the various tools. We discuss these differences and how to handle them. We argue that the root cause of the problem is that Computational Literary Studies never properly defined the concept of valence in a narrative context.

Originele taal-2	Engels
Titel	CHR 2024
Subtitel	Computational Humanities Research 2024
Redacteuren	Wouter Haverals, Marijn Koolen , Laure Thompson
Uitgeverij	CEUR Workshop Proceedings
Pagina's	740-760
Aantal pagina's	21
Volume	3834
Status	Gepubliceerd - 2024
Evenement	Computational Humanities Research 2024 - Aarhus University, Aarhus, Denemarken Duur: 04 jan. 2025 → 07 jan. 2025 Congresnummer: 5 http://2024.computational-humanities-research.org/

Conferentie

Conferentie	Computational Humanities Research 2024
Verkorte titel	CHR 2024
Land/Regio	Denemarken
Stad	Aarhus
Periode	04/01/2025 → 07/01/2025
Internet adres	http://2024.computational-humanities-research.org/

Toegang tot document

https://ceur-ws.org/Vol-3834/paper67.pdfLicentie: CC BY

Citeer dit

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title = "In the Context of Narrative, we Never Properly Defined the Concept of Valence",

abstract = "Valence is a concept that is increasingly being used in the computational study of narrative texts. We discuss the history of the concept and show that the word has been interpreted in various ways. Then we look at a number of Dutch tools for measuring valence. We use them on sample fragments from a large collection of narrative texts and find only moderate correlations between the valences as established by the various tools. We discuss these differences and how to handle them. We argue that the root cause of the problem is that Computational Literary Studies never properly defined the concept of valence in a narrative context.",

keywords = "valence, polarity, sentiment, word embedding, narrative, computational literary studies",

author = "P. Boot and Angel Daza and Carsten Schnober and {van Hage}, Willem",

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editor = "Wouter Haverals and {Marijn Koolen} and Laure Thompson",

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publisher = "CEUR Workshop Proceedings",

note = "Computational Humanities Research 2024, CHR 2024 ; Conference date: 04-01-2025 Through 07-01-2025",

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Boot, P, Daza, A, Schnober, C & van Hage, W 2024, In the Context of Narrative, we Never Properly Defined the Concept of Valence. in W Haverals, MK & L Thompson (redactie), CHR 2024: Computational Humanities Research 2024. vol. 3834, CEUR Workshop Proceedings, blz. 740-760, Computational Humanities Research 2024, Aarhus, Denemarken, 04/01/2025. <https://ceur-ws.org/Vol-3834/paper67.pdf>

In the Context of Narrative, we Never Properly Defined the Concept of Valence. / Boot, P.; Daza, Angel; Schnober, Carsten et al.
CHR 2024: Computational Humanities Research 2024. redactie / Wouter Haverals; Marijn Koolen; Laure Thompson. Vol. 3834 CEUR Workshop Proceedings, 2024. blz. 740-760.

Onderzoeksoutput: Hoofdstuk in boek/boekdeel › Bijdrage aan conferentie proceedings › Wetenschappelijk › peer review

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AB - Valence is a concept that is increasingly being used in the computational study of narrative texts. We discuss the history of the concept and show that the word has been interpreted in various ways. Then we look at a number of Dutch tools for measuring valence. We use them on sample fragments from a large collection of narrative texts and find only moderate correlations between the valences as established by the various tools. We discuss these differences and how to handle them. We argue that the root cause of the problem is that Computational Literary Studies never properly defined the concept of valence in a narrative context.

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