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Starting an ML journey: A case study of an organization’s digital transformation through the lens of sociomateriality
Malmö University, Faculty of Technology and Society (TS), Department of Computer Science and Media Technology (DVMT).ORCID iD: 0000-0002-3488-708X
2022 (English)Conference paper, Oral presentation only (Other academic)
Abstract [en]

Jägersro is a horse racing track situated in Malmö, Sweden. A public body funded this organization to start its Machine Learning (ML) journey. Jägersro wants to use this opportunity to initiate its journey towards a digitally transformed organization. During its ML journey, the institution will face different barriers. This study aims to analyze the start of the organization’s journey. A sociomaterial perspective is applied during the analysis to generalize the findings. A project like this is an ideal start for a digital transformation as ML is a well-defined area. Results indicate a strong need for making implementation efforts visible and material to spark further development of a DT.

Place, publisher, year, edition, pages
2022.
Keywords [en]
Sociotechnical, Sociomaterial, Digital Transformation, ML
National Category
Business Administration
Research subject
Organisational studies
Identifiers
URN: urn:nbn:se:mau:diva-66953OAI: oai:DiVA.org:mau-66953DiVA, id: diva2:1854653
Conference
EGOS, 7-9 July 2022, Vienna, Austria
Available from: 2024-04-26 Created: 2024-04-26 Last updated: 2024-04-26Bibliographically approved

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fulltext(174 kB)31 downloads
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Type fulltextMimetype application/pdf

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Packmohr, Sven

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CiteExportLink to record
Permanent link

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Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf