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dc.contributor.authorSchultze, Sven
dc.contributor.authorGruenefeld, Uwe
dc.contributor.authorBoll, Susanne
dc.contributor.editorHansen, Christian
dc.contributor.editorNürnberger, Andreas
dc.contributor.editorPreim, Bernhard
dc.date.accessioned2020-08-18T15:19:48Z
dc.date.available2020-08-18T15:19:48Z
dc.date.issued2020
dc.identifier.urihttp://dl.gi.de/handle/20.500.12116/33509
dc.description.abstractDeep learning has revolutionized machine learning, enhancing our ability to solve complex computational problems. From image classification to speech recognition, the technology can be beneficial in a broad range of scenarios. However, the barrier to entry is quite high, especially when programming skills are missing. In this paper, we present the development of a learning application for beginners that is easy to use, yet powerful enough to solve practical deep learning problems.We followed the human-centered design approach and conducted a technical evaluation to identify solvable classification problems. In the future, we plan to conduct a user study to evaluate our learning application online.en
dc.language.isoen
dc.publisherGesellschaft für Informatik e.V.
dc.relation.ispartofMensch und Computer 2020 - Workshopband
dc.relation.ispartofseriesMensch und Computer
dc.subjectdeep learning
dc.subjectmachine learning
dc.subjectexplainable
dc.subjecteducation
dc.titleDemystifying Deep Learning: A Learning Application for Beginners to Gain Practical Experienceen
dc.typeText/Conference Poster
dc.pubPlaceBonn
mci.document.qualitydigidoc
mci.conference.sessiontitleMCI-WS02: UCAI 2020: Workshop on User-Centered Artificial Intelligence
mci.conference.locationMagdeburg
mci.conference.date6.-9. September 2020
dc.identifier.doi10.18420/muc2020-ws111-334


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