TY - JOUR A1 - Humm, Bernhard A1 - Bense, Hermann A1 - Bock, Jürgen A1 - Classen, Mario A1 - Halvani, Oren A1 - Herta, Christian A1 - Hoppe, Thomas A1 - Juwig, Oliver A1 - Siegel, Melanie T1 - Applying machine intelligence in practice JF - Informatik Spektrum N2 - The relevance of Machine Intelligence, a.k.a. Artificial Intelligence (AI), is undisputed at the present time. This is not only due to AI successes in research but, more prominently, its use in day-to-day practice. In 2014, we started a series of annual workshops at the Leibniz Zentrum für Informatik, Schloss Dagstuhl, Germany, initially focussing on Corporate Semantic Web and later widening the scope to Applied Machine Intelligence. This article presents a number of AI applications from various application domains, including medicine, industrial manufacturing and the insurance sector. Best practices, current trends, possibilities and limitations of new AI approaches for developing AI applications are also presented. Focus is put on the areas of natural language processing, ontologies and machine learning. The article concludes with a summary and outlook. KW - Computer Science, general KW - Computer Hardware KW - Computer Systems Organization and Communication Networks KW - Software Engineering/Programming and Operating Systems KW - Data Structures and Information Theory KW - Künstliche Intelligenz KW - Semantic Web KW - Maschinelles Lernen KW - Automatische Sprachanalyse Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:523-17065 SN - 0170-6012 SN - 1432-122X VL - 43 IS - 2 SP - 137 EP - 144 PB - Springer ER -