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.
Business-driven data analytics: A conceptual modeling framework
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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.