In this paper, we place ourselves in the context of inconsistency-tolerant query answering over lightweight ontologies, which aims to a set conflicting facts using an ontology that represents generic knowledge about particular domain. Existing semantics typically consist selecting some (maximal) consistent subsets facts, called repairs. We explore novel strategy select most relevant repairs bas...