Resilience in the Digital Age

Language: English

Published by Springer International Publishing Feb 2021, 2021

303070369X / 9783030703691

Series: Book 272 of 300 - Lecture Notes in Computer Science

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -The growth of a global digital economy has enabled rapid communication, instantaneous movement of funds, and availability of vast amounts of information. With this come challenges such as the vulnerability of digitalized sociotechnological systems (STSs) to destructive events (earthquakes, disease events, terrorist attacks). Similar issues arise for disruptions to complex linked natural and social systems (from changing climates, evolving urban environments, etc.). This book explores new approaches to the resilience of sociotechnological and natural-social systems in a digital world of big data, extraordinary computing capacity, and rapidly developing methods of Artificial Intelligence.Most of the book's papers were presented at the Workshop on Big Data and Systems Analysis held at the International Institute for Applied Systems Analysis in Laxenburg, Austria in February, 2020. Their authors are associated with the Task Group 'Advanced mathematical tools for data-driven applied systems analysis' created and sponsored by CODATA in November, 2018.The world-wide COVID-19 pandemic illustrates the vulnerability of our healthcare systems, supply chains, and social infrastructure, and confronts our notions of what makes a system resilient. We have found that use of AI tools can lead to problems when unexpected events occur. On the other hand, the vast amounts of data available from sensors, satellite images, social media, etc. can also be used to make modern systems more resilient.Papers in the book explore disruptions of complex networks and algorithms that minimize departure from a previous state after a disruption; introduce a multigrammatical framework for the technological and resource bases of today's large-scale industrial systems and the transformations resulting from disruptive events; and explain how robotics can enhance pre-emptive measures or post-disaster responses to increase resiliency. Other papers explore current directions in data processing and handling and principles of FAIRness in data; how the availability of large amounts of data can aid in the development of resilient STSs and challenges to overcome in doing so. The book also addresses interactions between humans and built environments, focusing on how AI can inform today's smart and connected buildings and make them resilient, and how AI tools can increase resilience to misinformation and its dissemination. 212 pp. Englisch.…

Seller Inventory # 9783030703691

Title
Resilience in the Digital Age
Author
Igor A. Sheremet
Publisher
Springer International Publishing Feb 2021
Publication year
2021
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
303070369X
ISBN 13
9783030703691
Item weight
330 grams
Dimensions
235x155x12 mm
Series
Book 272 of 300: Lecture Notes in Computer Science

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

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