Beyond Quantity

How do artificial neural networks and other forms of artificial intelligence interfere with methods and practices in the sciences? Which interdisciplinary epistemological challenges arise when we think about the use of AI beyond its dependency on big data? Not only the natural sciences, but also the...

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collection Directory of Open Access Books
description How do artificial neural networks and other forms of artificial intelligence interfere with methods and practices in the sciences? Which interdisciplinary epistemological challenges arise when we think about the use of AI beyond its dependency on big data? Not only the natural sciences, but also the social sciences and the humanities seem to be increasingly affected by current approaches of subsymbolic AI, which master problems of quality (fuzziness, uncertainty) in a hitherto unknown way. But what are the conditions, implications, and effects of these (potential) epistemic transformations and how must research on AI be configured to address them adequately?
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institution Directory of Open Access Books
language eng
publishDate 2023
publishDateRange 2023
publishDateSort 2023
publisher transcript Verlag
publisherStr transcript Verlag
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spelling doab-20.500.12854ir-1313072025-05-20T06:52:04Z Beyond Quantity Sudmann, Andreas Echterhölter, Anna Ramsauer, Markus Retkowski, Fabian Schröter, Jens Waibel, Alexander AI Machine Learning Artificial Neural Networks Subsymbolic AI Research on Research Digitalization Technology Digital Media Sociology of Media Sociology of Science Computer Sciences Media Studies How do artificial neural networks and other forms of artificial intelligence interfere with methods and practices in the sciences? Which interdisciplinary epistemological challenges arise when we think about the use of AI beyond its dependency on big data? Not only the natural sciences, but also the social sciences and the humanities seem to be increasingly affected by current approaches of subsymbolic AI, which master problems of quality (fuzziness, uncertainty) in a hitherto unknown way. But what are the conditions, implications, and effects of these (potential) epistemic transformations and how must research on AI be configured to address them adequately? 2023-12-02T04:05:00Z 2023-12-02T04:05:00Z 2023-12-01T08:52:40Z 2023 book ONIX_20231201_9783839467664_21 OCN: 1409180785 https://library.oapen.org/handle/20.500.12657/85723 9783839467664 9783837667660 9783732867660 https://directory.doabooks.org/handle/20.500.12854/131307 eng KI-Kritik / AI Critique open access image/png image/jpeg image/jpeg image/jpeg image/jpeg Attribution 4.0 International Attribution 4.0 International Attribution 4.0 International Attribution 4.0 International Attribution 4.0 International https://library.oapen.org/bitstream/20.500.12657/85723/1/9783839467664.pdf https://library.oapen.org/bitstream/20.500.12657/85723/1/9783839467664.pdf https://library.oapen.org/bitstream/20.500.12657/85723/1/9783839467664.pdf https://library.oapen.org/bitstream/20.500.12657/85723/1/9783839467664.pdf https://library.oapen.org/bitstream/20.500.12657/85723/1/9783839467664.pdf transcript Verlag 10.14361/9783839467664 10.14361/9783839467664 7e97f9b9-be2b-4d9c-a928-3c8ebdfa443c UK Research and Innovation 6567a1f5-e703-4a90-9105-68647648d048 9783839467664 9783837667660 9783732867660 360 Bielefeld [...] open access
spellingShingle AI
Machine Learning
Artificial Neural Networks
Subsymbolic AI
Research on Research
Digitalization
Technology
Digital Media
Sociology of Media
Sociology of Science
Computer Sciences
Media Studies
Beyond Quantity
title Beyond Quantity
title_full Beyond Quantity
title_fullStr Beyond Quantity
title_full_unstemmed Beyond Quantity
title_short Beyond Quantity
title_sort beyond quantity
topic AI
Machine Learning
Artificial Neural Networks
Subsymbolic AI
Research on Research
Digitalization
Technology
Digital Media
Sociology of Media
Sociology of Science
Computer Sciences
Media Studies
topic_facet AI
Machine Learning
Artificial Neural Networks
Subsymbolic AI
Research on Research
Digitalization
Technology
Digital Media
Sociology of Media
Sociology of Science
Computer Sciences
Media Studies
url ONIX_20231201_9783839467664_21