Graph-Based Expertise Matching is a methodological framework within expertise matching that models relationships between experts and domains as a structured graph, where nodes represent entities such as individuals, skills, or publications and edges encode semantic or collaborative associations, enabling the inference of expertise through graph-theoretic analysis.