JustDiag maintains explicit diagnostic process state for accountable root cause analysis and achieves stronger outcome and process scores than a control on 66 real-world incidents, with slightly lower completion rates due to calibrated non-closure.
Decision provenance: Harnessing data flow for accountable systems.arXiv preprint arXiv:1804.05741, 2019
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JustDiag!: A Diagnostic Justification Engine for Accountable Root Cause Analysis
JustDiag maintains explicit diagnostic process state for accountable root cause analysis and achieves stronger outcome and process scores than a control on 66 real-world incidents, with slightly lower completion rates due to calibrated non-closure.