03676nam 22006015 450 99656557030331620231209095929.03-8394-6766-710.1515/9783839467664(CKB)29270054800041(DE-B1597)652444(DE-B1597)9783839467664(EXLCZ)992927005480004120231209h20232023 fg engur|||||||||||txtrdacontentcrdamediacrrdacarrierBeyond Quantity Research with Subsymbolic AI /ed. by Alexander Waibel, Jens Schröter, Fabian Retkowski, Markus Ramsauer, Anna Echterhölter, Andreas SudmannBielefeld : transcript Verlag, [2023]20231 online resource (360 p.)KI-Kritik ;6Frontmatter -- Contents -- Acknowledgements -- Introduction -- Research with Subsymbolic AI -- When Achilles met the tortoise -- From algorithmic thinking to thinking machines -- A new canary in the coal mine? -- Cross-interactions between AI and epistemology -- AI and the work of patterns -- Artificial Intelligence in medicine -- Subsymbolic, hybrid and explainable AI -- AI-based approaches in Cultural Heritage -- Interfaces of AI -- Media and the transformative potential of AI in the scientific field -- Putting the AI into social science -- Science in the era of ChatGPT, large language models and generative AI -- The current state of summarization -- Opacity and reproducibility in data processing -- AI in mathematics -- Artificial Intelligence as a cultural technique -- List of contributors -- EditorialHow 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 masters 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 research be configured to address them adequately?SOCIAL SCIENCE / Media StudiesbisacshArtificial Neural Networks.Computer Sciences.Digital Media.Digitalization.Machine Learning.Media Studies.Research on Research.Sociology of Media.Sociology of Science.Subsymbolic AI.Technology.SOCIAL SCIENCE / Media Studies.ST 300DE-Ofb1/23rvkEchterhölter Anna, edthttp://id.loc.gov/vocabulary/relators/edtRamsauer Markus, edthttp://id.loc.gov/vocabulary/relators/edtRetkowski Fabian, edthttp://id.loc.gov/vocabulary/relators/edtSchröter Jens, edthttp://id.loc.gov/vocabulary/relators/edtSudmann Andreas, edthttp://id.loc.gov/vocabulary/relators/edtWaibel Alexander, edthttp://id.loc.gov/vocabulary/relators/edtVolkswagenStiftungfndhttp://id.loc.gov/vocabulary/relators/fndDE-B1597DE-B1597BOOK996565570303316Beyond Quantity3602692UNISA