Machine intelligence today: applications, methodology, and technology: Selected results of the 1st online Dagstuhl workshop on applied machine intelligence

Machine intelligence, a.k.a. artificial intelligence (AI) is one of the most prominent and relevant technologies today. It is in everyday use in the form of AI applications and has a strong impact on society. This article presents selected results of the 2020 Dagstuhl workshop on applied machine int...

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Autores principales: Humm, Bernhard G., Bense, Hermann, Fuchs, Michael, Gernhardt, Benjamin, Hemmje, Matthias, Hoppe, Thomas, Kaupp, Lukas, Lothary, Sebastian, Schäfer, Kai-Uwe, Thull, Bernhard, Vogel, Tobias, Wenning, Rigo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Hauptbeitrag
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7891475/
http://dx.doi.org/10.1007/s00287-021-01343-1
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author Humm, Bernhard G.
Bense, Hermann
Fuchs, Michael
Gernhardt, Benjamin
Hemmje, Matthias
Hoppe, Thomas
Kaupp, Lukas
Lothary, Sebastian
Schäfer, Kai-Uwe
Thull, Bernhard
Vogel, Tobias
Wenning, Rigo
author_facet Humm, Bernhard G.
Bense, Hermann
Fuchs, Michael
Gernhardt, Benjamin
Hemmje, Matthias
Hoppe, Thomas
Kaupp, Lukas
Lothary, Sebastian
Schäfer, Kai-Uwe
Thull, Bernhard
Vogel, Tobias
Wenning, Rigo
author_sort Humm, Bernhard G.
collection PubMed
description Machine intelligence, a.k.a. artificial intelligence (AI) is one of the most prominent and relevant technologies today. It is in everyday use in the form of AI applications and has a strong impact on society. This article presents selected results of the 2020 Dagstuhl workshop on applied machine intelligence. Selected AI applications in various domains, namely culture, education, and industrial manufacturing are presented. Current trends, best practices, and recommendations regarding AI methodology and technology are explained. The focus is on ontologies (knowledge-based AI) and machine learning.
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spelling pubmed-78914752021-02-19 Machine intelligence today: applications, methodology, and technology: Selected results of the 1st online Dagstuhl workshop on applied machine intelligence Humm, Bernhard G. Bense, Hermann Fuchs, Michael Gernhardt, Benjamin Hemmje, Matthias Hoppe, Thomas Kaupp, Lukas Lothary, Sebastian Schäfer, Kai-Uwe Thull, Bernhard Vogel, Tobias Wenning, Rigo Informatik Spektrum Hauptbeitrag Machine intelligence, a.k.a. artificial intelligence (AI) is one of the most prominent and relevant technologies today. It is in everyday use in the form of AI applications and has a strong impact on society. This article presents selected results of the 2020 Dagstuhl workshop on applied machine intelligence. Selected AI applications in various domains, namely culture, education, and industrial manufacturing are presented. Current trends, best practices, and recommendations regarding AI methodology and technology are explained. The focus is on ontologies (knowledge-based AI) and machine learning. Springer Berlin Heidelberg 2021-02-18 2021 /pmc/articles/PMC7891475/ http://dx.doi.org/10.1007/s00287-021-01343-1 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Hauptbeitrag
Humm, Bernhard G.
Bense, Hermann
Fuchs, Michael
Gernhardt, Benjamin
Hemmje, Matthias
Hoppe, Thomas
Kaupp, Lukas
Lothary, Sebastian
Schäfer, Kai-Uwe
Thull, Bernhard
Vogel, Tobias
Wenning, Rigo
Machine intelligence today: applications, methodology, and technology: Selected results of the 1st online Dagstuhl workshop on applied machine intelligence
title Machine intelligence today: applications, methodology, and technology: Selected results of the 1st online Dagstuhl workshop on applied machine intelligence
title_full Machine intelligence today: applications, methodology, and technology: Selected results of the 1st online Dagstuhl workshop on applied machine intelligence
title_fullStr Machine intelligence today: applications, methodology, and technology: Selected results of the 1st online Dagstuhl workshop on applied machine intelligence
title_full_unstemmed Machine intelligence today: applications, methodology, and technology: Selected results of the 1st online Dagstuhl workshop on applied machine intelligence
title_short Machine intelligence today: applications, methodology, and technology: Selected results of the 1st online Dagstuhl workshop on applied machine intelligence
title_sort machine intelligence today: applications, methodology, and technology: selected results of the 1st online dagstuhl workshop on applied machine intelligence
topic Hauptbeitrag
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7891475/
http://dx.doi.org/10.1007/s00287-021-01343-1
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