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.
Requirements engineering in machine learning projects
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
cs.SE 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
A persona-based requirements engineering framework for explainable multi-agent educational systems is demonstrated in a clinical reasoning simulator, with a survey showing over 78% of medical students reporting improved skills.
citing papers explorer
-
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.
-
Persona-Based Requirements Engineering for Explainable Multi-Agent Educational Systems: A Scenario Simulator for Clinical Reasoning Training
A persona-based requirements engineering framework for explainable multi-agent educational systems is demonstrated in a clinical reasoning simulator, with a survey showing over 78% of medical students reporting improved skills.