Knowledge Overlap, Iterative Development, and Machine Learning Project Success
Name of applicant
Oliver Krancher
Title
Associate Professor
Institution
IT University of Denmark
Amount
DKK 96,500
Year
2024
Type of grant
Field Trips / Research Stays < 100,000
Summary
Organizations are making massive investments in artificial intelligence technologies such as Machine Learning (ML). Yet, ML project fail often due to high uncertainty. In this research, we conduct a survey to examine how organizations can cope with the high uncertainty of ML projects. The project is a collaboration between the IT University of Copenhagen and the University of Auckland.