Along with the vast usage of ontologies in different areas, non-standard reasoning tasks have started to emerge such as concept learning which aims to drive new concept definitions from given instance data of an ontology. This paper proposes new scalable approaches in light-weight description logics which rely on an inductive logic technique in favor of an instance query answering system.