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Monitoring of Digitization and Sustainability on Twitter

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dc.contributor.authorVahdatnia, Ali
dc.contributor.authorPeachkah, Danoosh
dc.contributor.editorKlein, Maike
dc.contributor.editorKrupka, Daniel
dc.contributor.editorWinter, Cornelia
dc.contributor.editorWohlgemuth, Volker
dc.date.accessioned2023-11-29T14:50:25Z
dc.date.available2023-11-29T14:50:25Z
dc.date.issued2023
dc.description.abstractIn today's era of technological advancements, particularly in the realm of cyber technologies like the internet and social media platforms, conducting research on the reception of Digitization and Sustainability has become more accessible, affordable, and convenient. Among these platforms, Twitter stands out as a pioneering and appealing medium for such research endeavors. Therefore, we selected Twitter social media platform to analyze public opinions expressed through tweets and how these concepts are connected to skills and tools and the labor market. By gathering data related to specific keywords and utilizing SpaCy for sentiment analysis in our customized pipeline, we observed that a majority of tweets originating from Germany exhibited a positive sentiment towards sustainability strategies but expressed more negative views, especially regarding methods of leftover disposal. Additionally, we concluded that even a proficient analyzer may generate irrelevant results if the keywords being searched inherently possess negative sentiments.en
dc.identifier.doi10.18420/inf2023_197
dc.identifier.isbn978-3-88579-731-9
dc.identifier.pissn1617-5468
dc.identifier.urihttps://dl.gi.de/handle/20.500.12116/43126
dc.language.isoen
dc.publisherGesellschaft für Informatik e.V.
dc.relation.ispartofINFORMATIK 2023 - Designing Futures: Zukünfte gestalten
dc.relation.ispartofseriesLecture Notes in Informatics (LNI) - Proceedings, Volume P-337
dc.subjectDigitization
dc.subjectSustainability
dc.subjectSentiments
dc.subjectGermany
dc.subjectTwitter
dc.titleMonitoring of Digitization and Sustainability on Twitteren
dc.typeText/Conference Paper
gi.citation.endPage1982
gi.citation.publisherPlaceBonn
gi.citation.startPage1973
gi.conference.date26.-29. September 2023
gi.conference.locationBerlin
gi.conference.sessiontitleWirtschaft, Management & Industrie - Skills and Qualifications for a Digitalized Future (SKILLS’23)

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P337 - INFORMATIK 2023 - Designing Futures: Zukünfte gestalten