{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,3,15]],"date-time":"2023-03-15T04:29:22Z","timestamp":1678854562868},"reference-count":18,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2022,11,25]],"date-time":"2022-11-25T00:00:00Z","timestamp":1669334400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2022,11,25]],"date-time":"2022-11-25T00:00:00Z","timestamp":1669334400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"name":"Martin-Luther-Universit\u00e4t Halle-Wittenberg"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Informatik Spektrum"],"published-print":{"date-parts":[[2022,12]]},"abstract":"<jats:title>Zusammenfassung<\/jats:title><jats:p>Data-Science-Projekte sind typischerweise interdisziplin\u00e4r, adressieren vielf\u00e4ltige Problemstellungen aus unterschiedlichen Dom\u00e4nen und sind h\u00e4ufig durch heterogene Projektmerkmale gepr\u00e4gt. Bestrebungen in Richtung einer einheitlichen Charakterisierung von Data-Science-Projekten sind insbesondere dann relevant, wenn \u00fcber deren Durchf\u00fchrung entschieden werden soll\u00a0\u2013 beispielsweise anhand von Kriterien wie Ressourcenbedarf, Datenverf\u00fcgbarkeit oder potenziellen Risiken. Nach bestem Wissen der Autoren fehlt es jedoch in Wissenschaft und Praxis bisher an einschl\u00e4gigen Ans\u00e4tzen.<\/jats:p><jats:p>Mit diesem Artikel wird ein erster Schritt auf dem Weg hin zu einem Ansatz f\u00fcr eine einheitliche Charakterisierung von Data-Science-Projekten gegangen, indem ein morphologischer Kasten vorgeschlagen wird, der im Rahmen einer dreischrittigen Analyse auf Basis eines Fragenkataloges abgeleitet wurde. Er umfasst sieben Dimensionen mit 32\u00a0Dimensionsauspr\u00e4gungen und wird anhand einer Fallstudie aus dem Gebiet der Predictive Maintenance illustriert. Der morphologische Kasten bietet theoretische und praktische Anwendungspotenziale f\u00fcr den strukturierten Vergleich von Data-Science-Projekten und die Definition von Projektportfolios, erhebt jedoch keinen Anspruch auf Vollst\u00e4ndigkeit. Er ist somit als Vorschlag und Ansto\u00df zum Einstieg in einen weiterf\u00fchrenden Diskurs anzusehen.<\/jats:p>","DOI":"10.1007\/s00287-022-01508-6","type":"journal-article","created":{"date-parts":[[2022,11,25]],"date-time":"2022-11-25T20:02:34Z","timestamp":1669406554000},"page":"395-401","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Vorschlag eines morphologischen Kastens zur Charakterisierung von Data-Science-Projekten"],"prefix":"10.1007","volume":"45","author":[{"given":"Ren\u00e9","family":"Theuerkauf","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stephan","family":"Daurer","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sayed","family":"Hoseini","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jens","family":"Kaufmann","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stephan","family":"K\u00fchnel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Florian","family":"Schwade","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Emal M.","family":"Alekozai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Uwe","family":"Neuhaus","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Heiko","family":"Rohde","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michael","family":"Schulz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,11,25]]},"reference":[{"key":"1508_CR1","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1007\/978-3-030-64148-1_10","volume-title":"Product-focused software process improvement","author":"T Aho","year":"2020","unstructured":"Aho\u00a0T, Sievi-Korte\u00a0O, Kilamo\u00a0T, Yaman\u00a0S, Mikkonen\u00a0T (2020) Demystifying data science projects: a look on the people and process of data science today. 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