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001 978-3-031-32633-2
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020 _a9783031326332
_9978-3-031-32633-2
024 7 _a10.1007/978-3-031-32633-2
_2doi
050 4 _aHD28-70
072 7 _aTBC
_2bicssc
072 7 _aKJM
_2bicssc
072 7 _aBUS082000
_2bisacsh
072 7 _aTBC
_2thema
072 7 _aKJM
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082 0 4 _a658.5
_223
245 1 0 _aSafety in the Digital Age
_h[electronic resource] :
_bSociotechnical Perspectives on Algorithms and Machine Learning /
_cedited by Jean-Christophe Le Coze, Stian Antonsen.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2023.
300 _aVI, 137 p. 9 illus., 5 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringerBriefs in Safety Management,
_x2520-8012
505 0 _a1. Safety in a digital age: old and new problems -- 2. The digitalisation of risk assessment: Fulfilling the promises of prediction? -- 3. Key Dimensions of Algorithmic Management, Machine Learning and Big Data in Differing Large Sociotechnical Systems, with Implications for Systemwide Safety Management -- 4. Digitalization, safety and privacy -- 5. Design and dissemination of blockchain technologies: the challenge of privacy -- 6. Considering Severity of Safety-Critical System Outcomes in Risk Analysis: An Extension of Fault-Tree Analysis -- 7. Are we going towards “no-brainer” safety management? -- 8. Looking at the safety of AI from a systems perspective: Two healthcare examples -- 9. Normal Cyber-crises -- 10. Information security behaviour in an organisation providing critical infrastructure: A pre-post study of efforts to improve information security culture -- 11. AI at work, working with AI. First lessons from real use-cases -- 12. Safety in the digital age – sociotechnical challenges.
506 0 _aOpen Access
520 _aThis open access book gathers authors from a wide range of social-scientific and engineering disciplines to review challenges from their respective fields that arise from the processes of social and technological transformation taking place worldwide. The result is a much-needed collection of knowledge about the integration of social, organizational and technical challenges that need to be tackled to uphold safety in the digital age. The contributors whose work features in this book help their readers to navigate the massive increase in the capability to generate and use data in developing algorithms intended for automation of work, machine learning and next-generation artificial intelligence and the blockchain technology already in such extensive use in real-world organizations. This book deals with such issues as: · How can high-risk and safety-critical systems be affected by these developments, in terms of their activities, theirorganization, management and regulation? · What are the sociotechnical challenges of the proliferation of big data, algorithmic influence and cyber-security challenges in health care, transport, energy production/distribution and production of goods? Understanding the ways these systems operate in the rapidly changing digital context has become a core issue for academic researchers and other experts in safety science, security and critical-infrastructure protection. The research presented here offers a lens through which the reader can grasp the way such systems evolve and the implications for safety—an increasingly multidisciplinary challenge that this book does not shrink from addressing.
650 0 _aIndustrial Management.
650 0 _aMachine learning.
650 0 _aTechnology
_xSociological aspects.
650 1 4 _aIndustrial Management.
650 2 4 _aMachine Learning.
650 2 4 _aScience, Technology and Society.
700 1 _aLe Coze, Jean-Christophe.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aAntonsen, Stian.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_99207
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031326325
776 0 8 _iPrinted edition:
_z9783031326349
830 0 _aSpringerBriefs in Safety Management,
_x2520-8012
856 4 0 _uhttps://doi.org/10.1007/978-3-031-32633-2
912 _aZDB-2-ENG
912 _aZDB-2-SXE
912 _aZDB-2-SOB
999 _c575033
_d575033