Analyzing Bias in LLM-Augmented Knowledge Graph Systems: Taxonomy, Interaction Mechanisms, and Evaluation. - Zabihi, Paria; Nawara, Dina; Ibrahim, Ahmed; Kashef, Rasha (Applied Sciences (2076-3417), 2026)