organization system (KOS), in order to support the information extraction (IE) task for the analysis of documents in the tourism … domain. In particular, the KOS is used to develop a named entity recognition (NER) system. Design/methodology/approach A … learning and a light human supervision. Findings The study shows that a customized KOS can effectively support IE tasks when …