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.
How mature is requirements engineering for AI-based systems? a systematic mapping study on practices, challenges, and future research directions
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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.