@article{HummBenseBocketal.2020, author = {Humm, Bernhard and Bense, Hermann and Bock, J{\"u}rgen and Classen, Mario and Halvani, Oren and Herta, Christian and Hoppe, Thomas and Juwig, Oliver and Siegel, Melanie}, title = {Applying machine intelligence in practice}, volume = {43}, journal = {Informatik Spektrum}, subtitle = {Selected results of the 2019 DagstuhlWorkshop on Applied Machine Intelligence}, number = {2}, publisher = {Springer}, address = {Berlin}, issn = {1432-122X}, doi = {https://doi.org/10.1007/s00287-020-01259-2}, pages = {137 -- 144}, year = {2020}, abstract = {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 f{\"u}r 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.}, language = {en} }