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EBC30679927 |
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|a 9783031326332
|q (electronic bk.)
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|z 9783031326325
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|a (MiAaPQ)EBC30679927
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|a (Au-PeEL)EBL30679927
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|a (OCoLC)1394041309
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|c MiAaPQ
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|a HD28-70
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|a Le Coze, Jean-Christophe.
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|a Safety in the Digital Age :
|b Sociotechnical Perspectives on Algorithms and Machine Learning.
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|a 1st ed.
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|a Cham :
|b Springer,
|c 2023.
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|c ©2023.
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|a 1 online resource (135 pages)
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|a text
|b txt
|2 rdacontent
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|a computer
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|2 rdamedia
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|a online resource
|b cr
|2 rdacarrier
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|a SpringerBriefs in Applied Sciences and Technology Series
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|a Intro -- Contents -- 1 Safety in a Digital Age: Old and New Problems-Algorithms, Machine Learning, Big Data and Artificial Intelligence -- References -- 2 The Digitalisation of Risk Assessment: Fulfilling the Promises of Prediction? -- 2.1 Introduction -- 2.2 Assessing and Computing Risks -- 2.3 Layers of Transformation: A Historical Perspective on Digitalisation -- 2.3.1 Mathematical Models: Technologies of Computing -- 2.3.2 Datafication -- 2.3.3 Computational Risk Assessment: The Integrated Vision -- 2.4 Discussion -- References -- 3 Key Dimensions of Algorithmic Management, Machine Learning and Big Data in Differing Large Sociotechnical Systems, with Implications for Systemwide Safety Management -- 3.1 Roadmap and Introduction -- 3.2 Limitations of "Automation" as a Covering Concept -- 3.3 Developers' Perspective on a New Software Application -- 3.4 What's the Upshot for System Safety? Obsolescence as a Long-Term Sociotechnical Concern -- 3.5 A Concluding Speculation on When System Safety is Breached -- References -- 4 Digitalisation, Safety and Privacy -- 4.1 Introduction -- 4.2 Individualised Digital Tools and Privacy at Work -- 4.2.1 An Empirical Analysis -- 4.3 Conclusion -- Bibliography -- 5 Design and Dissemination of Blockchain Technologies: The Challenge of Privacy -- 5.1 A First Privacy Test: Defining Governance -- 5.1.1 The Appointment of a Controller, a "Test" for the Consortium -- 5.1.2 A Form of Recentralisation Contrary to the Imagination of Blockchain Designers -- 5.1.3 The Compromise of Choosing the Consortium Blockchain -- 5.2 Second Privacy Test: Management of Personal Data -- 5.2.1 Setting up an Off-Chain System to Store the Data -- 5.2.2 Data Minimisation -- 5.3 Third Privacy Test: A User Pathway Tested for Explicability and Security -- 5.3.1 Three Requests for Consent -- 5.3.2 An Opaque Security Key System.
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|a 5.4 Conclusion -- References -- 6 Considering Severity of Safety-Critical System Outcomes in Risk Analysis: An Extension of Fault Tree Analysis -- 6.1 Motivation -- 6.2 Background -- 6.3 Objective -- 6.4 Review of Traditional FTA -- 6.5 A Consequence Severity-Probability Importance Measure Algorithm for FTA -- 6.6 Conclusions -- References -- 7 Are We Going Towards "No-Brainer" Safety Management? -- 7.1 Introduction -- 7.1.1 Artificial Intelligence and Machine Learning -- 7.1.2 Monitoring of Early Deviations and Past Events -- 7.2 Examples of AI-Based Prediction -- 7.2.1 Consequence Class Associated with a Hazardous Material Release -- 7.2.2 Wellhead Damage Frequency in a Drilling Rig -- 7.2.3 Alarm Chattering in an Ammonia Plant -- 7.3 Method -- 7.3.1 Metrics -- 7.4 Results and Discussion -- 7.5 Conclusion -- References -- 8 Looking at the Safety of AI from a Systems Perspective: Two Healthcare Examples -- 8.1 Introduction -- 8.2 Challenges Old and New -- 8.3 Example 1: AI-based infusion pumps for IV medication administration -- 8.4 Example 2: AI to support the recognition of out-of-hospital cardiac arrest -- 8.5 Conclusion -- References -- 9 Normal Cyber-Crises -- 9.1 Introduction -- 9.2 Normal Accidents and High Reliability Organisations -- 9.3 Analysis -- 9.3.1 Technology -- 9.3.2 Cognition -- 9.3.3 Organisation -- 9.3.4 Macro -- 9.4 Conclusion -- References -- 10 Information Security Behaviour in an Organisation Providing Critical Infrastructure: A Pre-post Study of Efforts to Improve Information Security Culture -- 10.1 Introduction -- 10.1.1 Background -- 10.1.2 Aims -- 10.1.3 Previous Research -- 10.2 Methods -- 10.2.1 Qualitative Interviews -- 10.2.2 Quantitative Survey -- 10.2.3 Samples -- 10.3 Results -- 10.3.1 IS Management System Implementation -- 10.3.2 Improvements in ISC -- 10.3.3 Improvements in Information Security Behaviour.
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|a 10.4 Discussion -- 10.4.1 The Implementation of ISMS -- 10.4.2 How Can We Explain the Improvements in Information Security Culture? -- 10.4.3 How Can We Explain the Improvements in Information Security Behaviours? -- 10.4.4 Safety Culture Versus Security Culture -- 10.5 Conclusion -- References -- 11 AI at Work, Working with AI. First Lessons from Real Use Cases -- 11.1 Artificial Intelligence at Work: Five Workers Stories -- 11.2 From Stories to Real Cases: What Working with AI Could Mean -- 11.2.1 Five Workers Stories Put to Test of Real World -- 11.3 Discussion: AI, Organisation, Workers and Safety -- References -- 12 Safety in the Digital Age-Sociotechnical Challenges -- 12.1 Introduction -- 12.1.1 What is a "Sociotechnical Perspective"? -- 12.2 Sociotechnical Challenges -- 12.2.1 Where is "The System"? The Migration of Risk -- 12.2.2 The Relations of Rationalities -- 12.2.3 The Big Picture Versus Empirical Specificities ("Moving Closer" and "Zooming Out") -- 12.3 Looking Forward -- References.
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|a Description based on publisher supplied metadata and other sources.
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|a Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2023. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
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| 655 |
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4 |
|a Electronic books.
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| 700 |
1 |
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|a Antonsen, Stian.
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| 776 |
0 |
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|i Print version:
|a Le Coze, Jean-Christophe
|t Safety in the Digital Age
|d Cham : Springer,c2023
|z 9783031326325
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| 797 |
2 |
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|a ProQuest (Firm)
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| 830 |
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|a SpringerBriefs in Applied Sciences and Technology Series
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| 856 |
4 |
0 |
|u https://ebookcentral.proquest.com/lib/matrademy/detail.action?docID=30679927
|z Click to View
|
