Topic modelling : a quantitative research technique for the history of ideas

2024
journal article
article
dc.abstract.enThe history of ideas emerged as a distinct discipline in the 1940s under the leadership of Arthur Lovejoy, whose foundational principles emphasized meticulous qualitative analysis and the interpretation of selected thinkers' works. However, the increasing volume of authors and publications in recent decades has introduced significant challenges to the field. This article argues that incorporating quantitative methods can help address these challenges. Specifically, it explores the potential of topic modelling as a tool for studying ideas, highlighting its advantages and providing an example of its application through an analysis of sociological articles published in two leading journals: the "American Journal of Sociology" in the United States and "Studia Socjologiczne" in Poland.
dc.contributor.authorZakusiło, Anastazja
dc.date.accession2025-02-18
dc.date.accessioned2025-02-18T08:03:17Z
dc.date.available2025-02-18T08:03:17Z
dc.date.createdat2025-02-18T08:03:17Zen
dc.date.issued2024
dc.date.openaccess0
dc.description.accesstimew momencie opublikowania
dc.description.additionalBibliogr. s. 45-46
dc.description.number2
dc.description.physical29-46
dc.description.versionostateczna wersja wydawcy
dc.description.volume12
dc.identifier.doi10.26106/ar32-rx83
dc.identifier.eissn2353-3900
dc.identifier.urihttps://ruj.uj.edu.pl/handle/item/548844
dc.identifier.weblinkhttps://www.orbisidearum.net/ui/article.asp?id=138
dc.languageeng
dc.language.containereng
dc.rightsUdzielam licencji. Uznanie autorstwa - Użycie niekomercyjne - Bez utworów zależnych 4.0 Międzynarodowa
dc.rights.licenceCC-BY-NC-ND
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/legalcode.pl
dc.share.typeotwarte czasopismo
dc.subject.enmethodology of the history of ideas
dc.subject.ensociology of knowledge
dc.subject.enquantitative methods
dc.subject.entopic modelling
dc.subtypeArticle
dc.titleTopic modelling : a quantitative research technique for the history of ideas
dc.title.journalOrbis Idearum. European Journal of the History of Ideas
dc.typeJournalArticle
dspace.entity.typePublicationen
dc.abstract.en
The history of ideas emerged as a distinct discipline in the 1940s under the leadership of Arthur Lovejoy, whose foundational principles emphasized meticulous qualitative analysis and the interpretation of selected thinkers' works. However, the increasing volume of authors and publications in recent decades has introduced significant challenges to the field. This article argues that incorporating quantitative methods can help address these challenges. Specifically, it explores the potential of topic modelling as a tool for studying ideas, highlighting its advantages and providing an example of its application through an analysis of sociological articles published in two leading journals: the "American Journal of Sociology" in the United States and "Studia Socjologiczne" in Poland.
dc.contributor.author
Zakusiło, Anastazja
dc.date.accession
2025-02-18
dc.date.accessioned
2025-02-18T08:03:17Z
dc.date.available
2025-02-18T08:03:17Z
dc.date.createdaten
2025-02-18T08:03:17Z
dc.date.issued
2024
dc.date.openaccess
0
dc.description.accesstime
w momencie opublikowania
dc.description.additional
Bibliogr. s. 45-46
dc.description.number
2
dc.description.physical
29-46
dc.description.version
ostateczna wersja wydawcy
dc.description.volume
12
dc.identifier.doi
10.26106/ar32-rx83
dc.identifier.eissn
2353-3900
dc.identifier.uri
https://ruj.uj.edu.pl/handle/item/548844
dc.identifier.weblink
https://www.orbisidearum.net/ui/article.asp?id=138
dc.language
eng
dc.language.container
eng
dc.rights
Udzielam licencji. Uznanie autorstwa - Użycie niekomercyjne - Bez utworów zależnych 4.0 Międzynarodowa
dc.rights.licence
CC-BY-NC-ND
dc.rights.uri
http://creativecommons.org/licenses/by-nc-nd/4.0/legalcode.pl
dc.share.type
otwarte czasopismo
dc.subject.en
methodology of the history of ideas
dc.subject.en
sociology of knowledge
dc.subject.en
quantitative methods
dc.subject.en
topic modelling
dc.subtype
Article
dc.title
Topic modelling : a quantitative research technique for the history of ideas
dc.title.journal
Orbis Idearum. European Journal of the History of Ideas
dc.type
JournalArticle
dspace.entity.typeen
Publication
Affiliations

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