The consumption of Linked Data is a task of increasing complexity on the Web of Data. This complexity is due to several factors, including the sheer size of the Web of Data, the diversity of vocabularies used to describe this data and the lack of schema information in knowledge bases. ALOE provide a semi-automatic solution to address this problem.