Weak Negative Correlation between the Present Day Popularity
and the Mean Emotional Valence of Late Victorian Novels

k 2020

Weak Negative Correlation between the Present Day Popularity and the Mean Emotional Valence of Late Victorian Novels

VELESKI, Stefan

Základní údaje

Originální název

Weak Negative Correlation between the Present Day Popularity and the Mean Emotional Valence of Late Victorian Novels

Autoři

VELESKI, Stefan

Vydání

Computational Humanities Research 2020, 18-20.11.2020, DHLab of the KNAW Humanities Cluster and The Alan Turing Institute, Amsterdam, 2020

Další údaje

Jazyk

angličtina

Typ výsledku

Prezentace na konferencích

Obor

60206 Specific literatures

Stát vydavatele

Nizozemské království

Utajení

není předmětem státního či obchodního tajemství

Odkazy

Conference website Presentation video

Organizační jednotka

Filozofická fakulta

Klíčová slova anglicky

cultural evolution; sentiment analysis; Victorian novels; cultural longevity; bestsellers; canon

Štítky

bestsellers, canon, cultural evolution, cultural longevity, sentiment analysis, Victorian novels

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 3. 4. 2021 09:20, Mgr. Jana Pelclová, Ph.D.

Anotace

V originále

Despite the recent upswing of computational research on Victorian novels, it has largely overlooked insight from cultural evolution and the cognitive sciences. This study aims to contribute to this incipient scholarship by testing the hypothesis that novels containing content with a lower mean emotionals valence are more likely to trigger recommendation-based transmission chains, and as a result tend to have greater cultural longevity. This study performs a correlation analysis between the mean sentiment and the contemporary popularity (using the number of user ratings from Goodreads) of a selection of late Victorian novels published in the United Kingdom between 1891 and 1901, taken from Project Gutenberg (n=846). Moreover, the study looks into the implications of this correlation for the differences between novels that were bestsellers at the time of publication and those that can be considered canonical today (that have recently had Broadview, Oxford University, or Penguin Press editions). The results show a weak negative correlation between the present day popularity and the mean emotional valence of the novels, which nevertheless holds true for both the bestselling and canonical novels. Moreover, canonical novels tend to have a lower mean emotional valence than the bestsellers.

Návaznosti

MUNI/A/1204/2019, interní kód MU

Název: Researching Communication in English: Paradigms, Strategies, Developments - II (Akronym: ReComE 2020)

Investor: Masarykova univerzita, Researching Communication in English: Paradigms, Strategies, Developments - II, DO R. 2020_Kategorie A - Specifický výzkum - Studentské výzkumné projekty

Citovat

VELESKI, Stefan. Weak Negative Correlation between the Present Day Popularity and the Mean Emotional Valence of Late Victorian Novels. In Computational Humanities Research 2020, 18-20.11.2020, DHLab of the KNAW Humanities Cluster and The Alan Turing Institute, Amsterdam. 2020.

@proceedings{1696758,
   author = {Veleski, Stefan},
   booktitle = {Computational Humanities Research 2020, 18-20.11.2020, DHLab of the KNAW Humanities Cluster and The Alan Turing Institute, Amsterdam},
   keywords = {cultural evolution; sentiment analysis; Victorian novels; cultural longevity; bestsellers; canon},
   language = {eng},
   title = {Weak Negative Correlation between the Present Day Popularity and the Mean Emotional Valence of Late Victorian Novels},
   url = {https://www.computational-humanities-research.org/cfp/},
   year = {2020}
}

TY  - CONF
ID  - 1696758
AU  - Veleski, Stefan
PY  - 2020
TI  - Weak Negative Correlation between the Present Day Popularity and the Mean Emotional Valence of Late Victorian Novels
KW  - cultural evolution
KW  - sentiment analysis
KW  - Victorian novels
KW  - cultural longevity
KW  - bestsellers
KW  - canon
UR  - https://www.computational-humanities-research.org/cfp/
N2  - Despite the recent upswing of computational research on Victorian novels, it has largely overlooked insight from cultural evolution and the cognitive sciences. This study aims to contribute to this incipient scholarship by testing the hypothesis that novels containing content with a lower mean emotionals valence are more likely to trigger recommendation-based transmission chains, and as a result tend to have greater cultural longevity. This study performs a correlation analysis between the mean sentiment and the contemporary popularity (using the number of user ratings from Goodreads) of a selection of late Victorian novels published in the United Kingdom between 1891 and 1901, taken from Project Gutenberg (n=846). Moreover, the study looks into the implications of this correlation for the differences between novels that were bestsellers at the time of publication and those that can be considered canonical today (that have recently had Broadview, Oxford University, or Penguin Press editions). The results show a weak negative correlation between the present day popularity and the mean emotional valence of the novels, which nevertheless holds true for both the bestselling and canonical novels. Moreover, canonical novels tend to have a lower mean emotional valence than the bestsellers.
ER  -

VELESKI, Stefan. Weak Negative Correlation between the Present Day Popularity and the Mean Emotional Valence of Late Victorian Novels. In \textit{Computational Humanities Research 2020, 18-20.11.2020, DHLab of the KNAW Humanities Cluster and The Alan Turing Institute, Amsterdam}. 2020.

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