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Better ready than just aware: Data and AI Literacy as an enabler for informed decision making in the data age

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dc.contributor.authorSchüller, Katharina
dc.contributor.authorRampelt, Florian
dc.contributor.authorKoch, Henning
dc.contributor.authorSchleiss, Johannes
dc.contributor.editorKlein, Maike
dc.contributor.editorKrupka, Daniel
dc.contributor.editorWinter, Cornelia
dc.contributor.editorWohlgemuth, Volker
dc.date.accessioned2023-11-29T14:50:30Z
dc.date.available2023-11-29T14:50:30Z
dc.date.issued2023
dc.description.abstractData and AI literacy is an important enabler for informed decision making in the data age. To inform educational programs and policies, it is important to create a common understanding about the required knowledge and skills. In this paper, we propose a novel taxonomy to data and AI literacy based on qualitative literature analysis and expert group discussions. We introduce three key roles related to Data and AI Literacy: the informed prosumer, the skilled user, and the expert creator. Moreover, we argue that Data and AI Awareness as the lowest level of understanding and recognizing is a necessary prerequisite but not a sufficient condition to Data and AI Literacy. We rather equate Data and AI Literacy with Data and AI Readiness. Further work will focus on defining the core knowledge, skills and competences of the taxonomy.en
dc.identifier.doi10.18420/inf2023_49
dc.identifier.isbn978-3-88579-731-9
dc.identifier.pissn1617-5468
dc.identifier.urihttps://dl.gi.de/handle/20.500.12116/43169
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.subjectData Literacy
dc.subjectAI Literacy
dc.subjectAI Skills
dc.subjectAI Readiness
dc.subjectCompetences
dc.subjectTaxonomy
dc.titleBetter ready than just aware: Data and AI Literacy as an enabler for informed decision making in the data ageen
dc.typeText/Conference Paper
gi.citation.endPage430
gi.citation.publisherPlaceBonn
gi.citation.startPage425
gi.conference.date26.-29. September 2023
gi.conference.locationBerlin
gi.conference.sessiontitleBildung - KI-Bildung - Ein Workshop zu Aus- und Weiterbildung über Künstliche Intelligenz

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P337 - INFORMATIK 2023 - Designing Futures: Zukünfte gestalten