Humm, Bernhard G.Bernhard G.HummBense, HermannHermannBenseClassen, MarioMarioClassenGeißler, StefanStefanGeißlerHoppe, ThomasThomasHoppeJuwig, OliverOliverJuwigPaschke, AdrianAdrianPaschkeSchäfermeier, RalphRalphSchäfermeierSiegel, MelanieMelanieSiegelWeichhardt, FraukeFraukeWeichhardtWenning, RigoRigoWenning2022-03-052022-03-052019https://publica.fraunhofer.de/handle/publica/25705010.1007/s00287-018-01127-0In 2014 we started a series of annual workshops at the Leibniz Zentrum für Informatik, Schloss Dagstuhl, focusing on semantic applications and semantic technologies used in corporate context. This article summarizes the main results of our 2018 workshop. It starts with intelligence applications in practice, followed by current trends in machine intelligence: natural language processing, combining symbolic and non-symbolic approaches, data quality, and processes and ontologies.enartificial intelligencesemantic AICorporate Semantic WebMachine IntelligenceNLPSymbolic AI004620journal article