Explainable Expertise Matching is an expertise matching approach that belongs to the class of methods designed to identify and rank experts based on their relevance to a given topic or query, distinguished by its intrinsic capability to provide human-interpretable justifications for the matching outcomes, thereby enhancing transparency, trustworthiness, and accountability in expert recommendation systems.