Kyupil Yeon

From Prediction to Decision: A Counterfactual Machine Reasoning Framework for ESG Analysis

A Machine Reasoning (MR) framework that transforms ESG evaluation into a structured decision-making process that decomposes ESG evidence into three independent streams: environmental efficiency, financial comparative position, and causal profit-margin effects estimated via DoWhy, and integrates them through five condit...