Employing Hybrid AI Systems to Trace and Document Bias in ML Pipelines

A hybrid AI system capable of identifying bias patterns in datasets used by predictive AI models. The proposed system captures knowledge about dataset characteristics and represents it as factual statements in a knowledge graph.