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.

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