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Title [sv]
Välfärdsstaten analyserad. Textanalys och modellering av svensk politik, media och kultur, 1945-1989
Title [en]
Welfare State Analytics. Text Mining and Modeling Swedish Politics, Media & Culture, 1945-1989 (WeStAc)
Abstract [en]
WeStAc is a digital humanities research proposal that will digitise literature, curate already digitised collections, and perform research via probabilistic methods and text mining models. WeStAc will both digitise and curate three massive textual datasets?in all, Big Data of almost four billion tokens?from the domains of Swedish politics, news media and literary culture during the second half of the 20th century. The dataset of ?Politics? contains already digitised SOU-reports and material from the Swedish Parliament, ?Media? contains two digitised Swedish newspapers, ?Culture??will be digitised?and contains a literary journal and all Swedish novels from 1945 to 1989. As a collaboration between Umeå University and the National Library of Sweden, WeStAc will establish a scholarly ecosystem of digitisation, curation and research with a twofold objective: (A.) to develop digital curation work, including the preparation of massive datasets for research at the library, and (B.) to develop digital history scholarship and perform DH-inspired textual research. WeStAc will trace discursive changes on a scale hitherto unexplored by Swedish scholars. Considering the possibility to process large amounts of data through methods as probabilistic topic models, NER or word embeddings, WeStAc will analyse how societal transformations can be empirically measured?for example by distant reading the notion of globalisation, or data modeling ideas of emancipation and individualisation.
Publications (4 of 4) Show all publications
Jarlbrink, J., Norén, F. & Saberi, R. (2022). Contextual Modelling of "Propaganda", "Information" and "Upplysning" in Swedish Parliamentary Speeches, 1920–2019. In: Matti La Mela; Fredrik Norén; Eero Hyvönen (Ed.), DiPaDA 2022: Proceedings of the Digital Parliamentary Data in Action (DiPaDA 2022) Workshop. Paper presented at Digital Parliamentary Data in Action (Dipada), Workshop co-located with the 6th Digital Humanities in the Nordic and Baltic Countries Conference (DHNB 2022), Online/Hybrid via Uppsala, Sweden, March 15, 2022 (pp. 118-128). , 3133
Open this publication in new window or tab >>Contextual Modelling of "Propaganda", "Information" and "Upplysning" in Swedish Parliamentary Speeches, 1920–2019
2022 (English)In: DiPaDA 2022: Proceedings of the Digital Parliamentary Data in Action (DiPaDA 2022) Workshop / [ed] Matti La Mela; Fredrik Norén; Eero Hyvönen, 2022, Vol. 3133, p. 118-128Conference paper, Published paper (Refereed)
Abstract [en]

This paper explores the contexts of the keywords "propaganda", "information" and "upplysning" in the Swedish parliamentary debate protocols, from 1920 to 2019. The digitized protocols have recently been annotated with metadata for speakers’ gender and party affiliation. Based on perspectives developed within conceptual history, we have traced the concepts in the parliamentary debates and used computational methods to cluster the contexts in which they occur. Word windows around the three keywords were compiled into a subcorpus, and topic modelling was used to cluster the contexts. The findings show that the distribution of the topics gets more even over time, partly explained by the spread of the term "information" in various political areas in the mid-20th century. Furthermore, the only distinct topic shared between the three keywords relates to campaigns to limit and prevent the consumption of alcohol, narcotics and tobacco. While a conceptual shift takes place within this topic, from "upplysning" to "information", it is also shown that it was possible to discuss and frame these issues in terms of "propaganda" post-WWII – it even became more common to do so in the 1950s and 1960s.

Series
CEUR Workshop Proceedings, ISSN 1613-0073 ; 3133
Keywords
propaganda, information, conceptual history, parliamentary debates, Sweden
National Category
Media and Communication Studies
Research subject
media and communication studies
Identifiers
urn:nbn:se:umu:diva-194382 (URN)2-s2.0-85130250564 (Scopus ID)
Conference
Digital Parliamentary Data in Action (Dipada), Workshop co-located with the 6th Digital Humanities in the Nordic and Baltic Countries Conference (DHNB 2022), Online/Hybrid via Uppsala, Sweden, March 15, 2022
Available from: 2022-05-03 Created: 2022-05-03 Last updated: 2025-02-11Bibliographically approved
La Mela, M., Norén, F. & Hyvönen, E. (2022). Digital Parliamentary Data in Action (DiPaDA 2022): Introduction. In: Matti La Mela; Fredrik Norén; Eero Hyvönen (Ed.), DiPaDA 2022: Proceedings of the Digital Parliamentary Data in Action (DiPaDA 2022) Workshop. Paper presented at Digital Parliamentary Data in Action (Dipada), Workshop co-located with the 6th Digital Humanities in the Nordic and Baltic Countries Conference (DHNB 2022), Online/Hybrid via Uppsala, Sweden, March 15, 2022 (pp. 1-8). , 3133
Open this publication in new window or tab >>Digital Parliamentary Data in Action (DiPaDA 2022): Introduction
2022 (English)In: DiPaDA 2022: Proceedings of the Digital Parliamentary Data in Action (DiPaDA 2022) Workshop / [ed] Matti La Mela; Fredrik Norén; Eero Hyvönen, 2022, Vol. 3133, p. 1-8Conference paper, Published paper (Other academic)
Abstract [en]

The workshop Digital Parliamentary Data in Action (DiPaDA 2022) was organised in Uppsala on March 15, 2022, co-located with the 6th Digital Humanities in the Nordic and Baltic Countries Conference (DHNB). These workshop proceedings reflect the aims of the workshop to foster interaction and stimulate conversations between humanities, social sciences, and computational sciences – representing scholars from the Nordic region and beyond that work with digital parliamentary data. The contributions in the proceedings present results of ongoing research on creating and using historical and present parliamentary data to study parliamentary culture, politics, language use, and the media. Moreover, the contributions offer novel perspectives on applying, curating, and representing this key societal data, and discuss the future opportunities and challenges in such research.

Series
CEUR Workshop Proceedings, ISSN 1613-0073 ; 3133
Keywords
parliamentary data, digital humanities, parliamentary research, interdisciplinary research, Parla-CLARIN
National Category
Other Humanities not elsewhere specified
Research subject
media and communication studies
Identifiers
urn:nbn:se:umu:diva-194385 (URN)2-s2.0-85130294380 (Scopus ID)
Conference
Digital Parliamentary Data in Action (Dipada), Workshop co-located with the 6th Digital Humanities in the Nordic and Baltic Countries Conference (DHNB 2022), Online/Hybrid via Uppsala, Sweden, March 15, 2022
Available from: 2022-05-03 Created: 2022-05-03 Last updated: 2022-06-17Bibliographically approved
La Mela, M., Norén, F. & Hyvönen, E. (Eds.). (2022). DiPaDA 2022: Proceedings of the Digital Parliamentary Data in Action (DiPaDA 2022) Workshop. Paper presented at Digital Parliamentary Data in Action (Dipada), Workshop co-located with the 6th Digital Humanities in the Nordic and Baltic Countries Conference (DHNB 2022), Online/Hybrid via Uppsala, Sweden, March 15, 2022.
Open this publication in new window or tab >>DiPaDA 2022: Proceedings of the Digital Parliamentary Data in Action (DiPaDA 2022) Workshop
2022 (English)Conference proceedings (editor) (Refereed)
Abstract [en]

The workshop Digital Parliamentary Data in Action (DiPaDA 2022) was organised in Uppsala on March 15, 2022, co-located with the 6th Digital Humanities in the Nordic and Baltic Countries Conference (DHNB). These workshop proceedings reflect the aims of the workshop to foster interaction and stimulate conversations between humanities, social sciences, and computational sciences – representing scholars from the Nordic region and beyond that work with digital parliamentary data. The contributions in the proceedings present results of ongoing research on creating and using historical and present parliamentary data to study parliamentary culture, politics, language use, and the media. Moreover, the contributions offer novel perspectives on applying, curating, and representing this key societal data, and discuss the future opportunities and challenges in such research.

Publisher
p. 175
Series
CEUR Workshop Proceedings, ISSN 1613-0073 ; 3133
Keywords
parliamentary data, digital humanities, parliamentary research, interdisciplinary research, Parla-CLARIN
National Category
Other Humanities not elsewhere specified
Research subject
media and communication studies
Identifiers
urn:nbn:se:umu:diva-194386 (URN)
Conference
Digital Parliamentary Data in Action (Dipada), Workshop co-located with the 6th Digital Humanities in the Nordic and Baltic Countries Conference (DHNB 2022), Online/Hybrid via Uppsala, Sweden, March 15, 2022
Available from: 2022-05-03 Created: 2022-05-03 Last updated: 2022-05-05Bibliographically approved
Norén, F., Jarlbrink, J., Borg, A., Edoff, E. & Magnusson, M. (2022). The transformation of 'the political' in post-war Sweden. In: Estelle Bunout; Maud Ehrmann; Frédéric Clavert (Ed.), Digitised newspapers – a new Eldorado for historians?: reflections on tools, methods and epistemology (pp. 411-435). Berlin/Boston: Walter de Gruyter
Open this publication in new window or tab >>The transformation of 'the political' in post-war Sweden
Show others...
2022 (English)In: Digitised newspapers – a new Eldorado for historians?: reflections on tools, methods and epistemology / [ed] Estelle Bunout; Maud Ehrmann; Frédéric Clavert, Berlin/Boston: Walter de Gruyter, 2022, p. 411-435Chapter in book (Refereed)
Abstract [en]

This paper explores what was explicitly defined as ‘political’ duringthe post-war era, from 1945 to 1989, in two Swedish newspapers. Based on allextracted text blocks containing the term ‘political’, two research questions areexamined: How has the use of the term “political” evolved over time? In whichcontexts was the concept inscribed, and how did these change over time? In-spired by conceptual history, the analysis is divided into three parts: an examina-tion of ‘political’ through bigram extractions, contextual explorations using topicmodeling, and a close reading of one particular topic over time, the topic labeled‘women’. The result shows an increased use of the term ‘political’ from the1960s, with more things that were labeled as ‘political’. The analysis reveals thatthe concept was broadened, but not entirely redefined.

Place, publisher, year, edition, pages
Berlin/Boston: Walter de Gruyter, 2022
Series
Studies in digital history and hermeneutics, ISSN 2629-4540 ; 3
Keywords
media history, conceptual history, topic modeling, post-war Sweden, newspapers, digital history
National Category
History
Research subject
media and communication studies; digital humanities
Identifiers
urn:nbn:se:umu:diva-202136 (URN)10.1515/9783110729214-019 (DOI)2-s2.0-85145341772 (Scopus ID)978-3-11-072971-9 (ISBN)978-3-11-072921-4 (ISBN)978-3-11-072926-9 (ISBN)
Funder
Swedish Research Council
Available from: 2023-01-02 Created: 2023-01-02 Last updated: 2026-09-11Bibliographically approved
Principal InvestigatorSnickars, Pelle
Coordinating organisation
Umeå University
Funder
Period
2018-01-01 - 2023-12-31
National Category
Other Humanities not elsewhere specified
Identifiers
DiVA, id: project:1601Project, id: 2018-06063_VR

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