A literature review of 18 transformation approaches reveals that none provide systematic guidance for deriving machine learning task specifications from business problems, creating the Analytics Translation Problem.
The root causes of failure for artificial intelligence projects and how they can succeed: Avoiding the anti-patterns of AI
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From Business Problems to AI Solutions: Where Does Transformation Support Fail
A literature review of 18 transformation approaches reveals that none provide systematic guidance for deriving machine learning task specifications from business problems, creating the Analytics Translation Problem.