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On Characteristics and Process Requirements of Artificial Intelligence Projects

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dc.contributor.authorKrieg, Alexander
dc.contributor.authorTheobald, Sven
dc.contributor.authorBrandt, Sarah
dc.contributor.authorGuckenbiehl, Pascal
dc.contributor.editorFazal-Baqaie, Masud
dc.contributor.editorLinssen, Oliver
dc.contributor.editorVolland, Alexander
dc.contributor.editorYigitbas, Enes
dc.contributor.editorEngstler, Martin
dc.contributor.editorBertram, Martin
dc.contributor.editorHanser, Eckhart
dc.contributor.editorKalenborn, Axel
dc.date.accessioned2024-09-06T09:48:44Z
dc.date.available2024-09-06T09:48:44Z
dc.date.issued2024
dc.description.abstractFor computer scientists around the world, Artificial Intelligence (AI) is not a new topic. Most people use AI unconsciously in their everyday life, for example when they use their smartphones. Since the release of ChatGPT in 2022, AI hit the interest of industry and society. The expectations on AI projects are high, companies hope to reduce costs and increase efficiency by inventing AI solutions in their companies. The aim of this paper was to better understand the characteristics of AI projects as well as the differences to classic software projects. We also wanted to investigate what kind of process model and project management framework is most suitable to successfully lead AI projects. We conducted structured interviews with four AI experts to gain an initial overview. The results provide insights into AI projects and suggest ideas for future research on software engineering for AI projects.en
dc.identifier.isbn978-3-88579-747-0
dc.identifier.issn1617-5468
dc.identifier.urihttps://dl.gi.de/handle/20.500.12116/44603
dc.language.isoen
dc.pubPlaceBonn
dc.publisherGesellschaft für Informatik e.V.
dc.relation.ispartofProjektmanagement und Vorgehensmodelle 2024 - Neues Arbeiten in Projekten – Teamarbeit neu interpretiert
dc.relation.ispartofseriesLecture Notes in Informatics (LNI) - Proceedings, Volume P-353
dc.subjectAgile
dc.subjectAI
dc.subjectArtificial Intelligence
dc.subjectCRISP-DM
dc.subjectKanban
dc.subjectLean
dc.subjectLean Portfolio management
dc.subjectProject Management
dc.subjectSE4AI
dc.titleOn Characteristics and Process Requirements of Artificial Intelligence Projectsen
dc.typeText/Conference Paper
mci.conference.date26.-27. September 2024
mci.conference.locationFriedberg
mci.conference.sessiontitleFachvortrag
mci.reference.pages95-104

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P353 - PVM 2024 - Projektmanagement und Vorgehensmodelle - Neues Arbeiten in Projekten – Teamarbeit neu interpretiert