Talking about tasks or just sharing job offers? : A case study on job-related tweets

Hein, Kristine [Verfasser]; Tiemann, Michael [Verfasser]; Dörpinghaus, Jens [Verfasser]

Talking about tasks or just sharing job offers? : A case study on job-related tweets

bibb.id	784694
bibb.participation	BIBB-Mitarbeiter	de
bibb.publisherplace	Bonn	de
dc.contributor.author	Hein, Kristine [Verfasser]	de
dc.contributor.author	Tiemann, Michael [Verfasser]	de
dc.contributor.author	Dörpinghaus, Jens [Verfasser]	de
dc.date.accessioned	2026-04-09T12:25:04Z
dc.date.available	2026-04-09T12:25:04Z
dc.date.issued	2025
dc.description.abstract	"The skills and qualifications of IT professionals are constantly changing and under discussion. In particular, we see the impact of emerging technologies and tools, such as AI, on the labor market and their reflection in the broader scientific community, media and everyday life. Several approaches have discussed how to assess the impact of computer science education from the perspective of education and labor market research. However, in order to uncover the complex dynamics surrounding vocational education, we need to take a closer look at the labor demand as well as the public perception and valuation of professionals. Therefore, we present a novel approach to work with social media data, in particular Twitter/X data. We have collected a large dataset of job-related X data (2007-2023) but see that a word list-based searching strategy is not enough. Most tweets are actually job offers and we will discuss several strategies to categorize tweets accordingly to make a meaning out if it. We focus on occupations in natural sciences, geography and informatics." (Authors' abstract, BIBB-Doku)	de
dc.description.statementofresponsibility	Kristine Hein, Michael Tiemann, and Jens Dörpinghaus	de
dc.description.version	referiert	de
dc.format.extent	Seite 1041-1054	de
dc.format.illustration	Illustrationen	de
dc.format.illustration	Diagramme	de
dc.format.medium	Elektronische Ressource	de
dc.format.medium	Sammelbandbeitrag	de
dc.identifier.uri	DOI:10.18420/inf2025_88
dc.identifier.uri	https://bibb-dspace.bibb.de/jspui/handle/BIBB/784694
dc.language.iso	en	de
dc.rdacarrier.code	cr	de
dc.rdacarrier.source	rdacontent	de
dc.rdacarrier.term	Online-Ressource	de
dc.rdacontent.code	txt	de
dc.rdacontent.source	rdacontent	de
dc.rdacontent.term	Text	de
dc.rdamedia.code	c	de
dc.rdamedia.source	rdacontent	de
dc.rdamedia.term	Computermedien	de
dc.relation.ispartof	INFORMATIK 2025 : The Wide Open: Offenheit von Source bis Science. 16.–19. September 2025, Potsdam / Ulrike Lucke [Hrsg.] ; Stefan Stieglitz [Hrsg.] ; Falk Uebernickel [Hrsg.] ; Anna-Lena Lamprecht ; [Hrsg.] ; Maike Klein [Hrsg.]. - (Lecture Notes in Informatics (LNI). Proceedings ; Volume 366)
dc.rights	Namensnennung - Weitergabe unter gleichen Bedingungen 4.0 International	*
dc.rights.uri	https://creativecommons.org/licenses/by-sa/4.0/	*
dc.subject.classification	G 1.2 Arbeitsmarkt	de
dc.subject.classification	L 4.1.2 Elektronische Medien	de
dc.subject.classification	G 2.3.4 Qualifikationswandel	de
dc.subject.ddc	370	de
dc.subject.other	Arbeitsmarktforschung	de
dc.subject.other	Soziales Netzwerk	de
dc.subject.other	Social Media	de
dc.subject.other	Qualifikationswandel	de
dc.subject.other	Datenanalyse	de
dc.subject.other	Regressionsanalyse	de
dc.subject.other	Linguistik	de
dc.title	Talking about tasks or just sharing job offers? : A case study on job-related tweets	de

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INFORMATIK 2025 : The Wide Open: Offenheit von Source bis Science. 16.–19. September 2025, Potsdam / Ulrike Lucke [Hrsg.] ; Stefan Stieglitz [Hrsg.] ; Falk Uebernickel [Hrsg.] ; Anna-Lena Lamprecht ; [Hrsg.] ; Maike Klein [Hrsg.]
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