Machine Learning For Social Transformation
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Machine Learning For Social Transformation
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Author : Jyotsna Kumar Mandal
language : en
Publisher: Springer Nature
Release Date : 2025-01-02
Machine Learning For Social Transformation written by Jyotsna Kumar Mandal and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-02 with Computers categories.
The book includes original unpublished contributions presented at the Eighth International Conference on Emerging Applications of Information Technology (EAIT 2024), organized by Computer Society of India, Kolkata Chapter during 12 – 13 January 2024. The Theme of the conference is “Machine Learning for Social Transformation”. The book covers the topics such as computational intelligence for social transformation, machine learning for healthcare informatics, and machine learning for agriculture and environmental sustainability.
Social Transformation Digital Way
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Author : Jyotsna Kumar Mandal
language : en
Publisher: Springer
Release Date : 2018-08-23
Social Transformation Digital Way written by Jyotsna Kumar Mandal and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-23 with Computers categories.
This book constitutes the refereed proceedings of the 52nd Annual Convention of the Computer Society of India, CSI 2017, held in Kolkata, India, in January 2018. The 59 revised papers presented were carefully reviewed and selected from 157 submissions. The theme of CSI 2017, Social Transformation – Digital Way, was selected to highlight the importance of technology for both central and state governments at their respective levels to achieve doorstep connectivity with its citizens. The papers are organized in the following topical sections: Signal processing, microwave and communication engineering; circuits and systems; data science and data analytics; bio computing; social computing; mobile, nano, quantum computing; data mining; security and forensics; digital image processing; and computational intelligence.
Social Work And Social Transformation Between Exclusion And Inclusion
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Author : Boris Friele
language : en
Publisher: Springer Nature
Release Date : 2025-07-19
Social Work And Social Transformation Between Exclusion And Inclusion written by Boris Friele and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-19 with Social Science categories.
The volume provides a theoretically grounded and practice-oriented perspective on socio-technical transformation processes in the field of social work. It focuses on the potentials for inclusion as well as the dynamics of exclusion that arise from these socio-technical transformation processes. Although the analytical focus is committed to the paradigms of social work, these analyses are relevant far beyond the field of social work: As a form of ethical practice, social work offers the opportunity to test, reflect on, and place alternative social practices within broader societal contexts in an increasingly diverse society.
Advanced Intelligent Systems For Sustainable Development Ai2sd 2019
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Author : Mostafa Ezziyyani
language : en
Publisher: Springer Nature
Release Date : 2020-02-05
Advanced Intelligent Systems For Sustainable Development Ai2sd 2019 written by Mostafa Ezziyyani and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-05 with Technology & Engineering categories.
This book gathers papers presented at the second installment of the International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD-2019), which was held on July 08–11, 2019 in Marrakech, Morocco. It offers comprehensive coverage of recent advances in big data, data analytics and related paradigms. The book consists of fifty-two chapters, each of which shares the latest research in the fields of big data and data science, and describes use cases and applications of big data technologies in various domains, such as social networks and health care. All parts of the book discuss open research problems and potential opportunities that have arisen from the rapid advances in big data technologies. In addition, the book surveys the state of the art in data science, and provides practical guidance on big data analytics and data science. Expert perspectives are provided by authoritative researchers and practitioners from around the world, who discuss research developments and emerging trends, present case studies on helpful frameworks and innovative methodologies, and suggest best practices for efficient and effective data analytics. Chiefly intended for researchers, IT professionals and graduate students, the book represents a timely contribution to the growing field of big data, which has been recognized as one of the leading emerging technologies that will have a major impact on various fields of science and various aspects of human society over the next several decades. Therefore, the content in this book is an essential tool to help readers understand current developments, and provides them with an extensive overview of the field of big data analytics as it is practiced today. The chapters cover technical aspects of key areas that generate and use big data, such as management and finance, medicine and health care, networks, the Internet of Things, big data standards, benchmarking of systems, and others. In addition to a diverse range of applications, key algorithmic approaches such as graph partitioning, clustering and finite mixture modeling of high-dimensional data are also covered. The varied collection of topics addressed introduces readers to the richness of the emerging field of big data analytics.
Consequences Of Social Transformation For Economic Theory
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Author : Vikas Kumar
language : en
Publisher: Springer Nature
Release Date : 2023-04-13
Consequences Of Social Transformation For Economic Theory written by Vikas Kumar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-13 with Business & Economics categories.
This book presents selected papers of the Euro-Asian Symposium on Economic Theory, held by the Institute of Economics of the Ural Branch of the Russian Academy of Sciences (Ekaterinburg, Russia) on June 29-30, 2022. The conference aims to promote research and develop effective solutions to urgent challenges in economic theory in the context of stability and uncertainty. The main theme of the 2022 Conference is the "Viability of Economic Theories". The chaos of the modern world forces us to rethink many theoretical positions. Researchers are trying to overcome the contradictions between theory and empiricism through new models, mechanisms and approaches. The challenges of recent social change have led to an adjustment in the perception, interpretation, and use of many concepts, necessitating an updating of these terms. The problems and contradictions identified in the studies will help to reconcile theoretical approaches with practice. The volume covers topics such as sustainable development issues, economic shocks in the history of economic thought, modern economic concepts of identity, theory of organizations under uncertainty, review of economic theories with the "Corona crisis," models of consumer behavior, business cycles, theory of investment, issues of economic growth and market equilibrium, impact of social factors on the sustainability of the economy, etc. Moveover, the volume presents new solutions for the synthesis of mainstream and political economy ideas. These topics will be of great interest to academics, researchers and practitioners.
India Japan Sustainability And Technology Led Social Transformation
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Author : Anjula Gurtoo
language : en
Publisher: Cambridge Scholars Publishing
Release Date : 2025-03-25
India Japan Sustainability And Technology Led Social Transformation written by Anjula Gurtoo and has been published by Cambridge Scholars Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-25 with Political Science categories.
This book delves into the transformative potential of science, technology, and innovation. A traditionally sustainable society (India) and a technologically enabled sustainable society (Japan) are examined. Specifically, the book investigates three cutting edge areas. The book explores new technologies like hydrogen fuel, UPI and semiconductors; international relations like prosperity in the Indian Ocean region and people exchange; and climate change like path to net zero and decarbonisation of societies. The impact of such an exploration extends beyond the academic realms, illustrating actionable insights for industry and policymakers, through narratives on railways, food processing industry, product patents and SME-led innovation. The book stands out in the literary landscape by offering a unique synthesis of cutting-edge sustainability themes within the India-Japan partnership. The book offers a forward-looking perspective that goes beyond the surface, inspiring readers to envision the evolving landscape of sustainable development.
Handbook Of Quality Of Life And Social Change
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Author : Cornelia C. Walther
language : en
Publisher: Springer Nature
Release Date : 2024-10-04
Handbook Of Quality Of Life And Social Change written by Cornelia C. Walther and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-04 with Medical categories.
This handbook provides an extensive overview of the links between quality of life and social change as pursued in not only humanitarian and development work, but also in the private sector and academia. It combines theoretical and practice-focused chapters and addresses socio-economic, environmental, and political/governance aspects as well as communication and human behavioural factors that favour or hamper social change dynamics. The handbook showcases vast diversity both in the authorship—which includes practitioners from a wide range of sectors and academics from various disciplines—as well in geographical contexts and regions. The chapters cover a wide range methods and tools, which facilitate an inclusive understanding of the relationship between quality of life and social change. They show connections between micro (individual) changes and the dynamics that derive from them at the meso (community), macro (country) and meta levels (planet) of quality of life, and the social change processes sustained through time. The chapters demonstrate that quality of life and social change mutually condition and nurture each other. The handbook overall provides a holistic perspective to social change processes that includes both material and non-material aspects relating to quality of life. This comprehensive and one-of-a-kind volume is of interest to a wide readership, from students and researchers of social development, quality of life and wellbeing research, to development workers, policy makers and other government officials. The handbook is bundled with an interactive online course.
Development Social Change And Environmental Sustainability
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Author : Sumarmi
language : en
Publisher: Routledge
Release Date : 2021-06-17
Development Social Change And Environmental Sustainability written by Sumarmi and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-17 with Business & Economics categories.
Nowadays, the concept of SDGs (Sustainable Development Goals) is starting to replace the concept of MDGs (Millennium Developmental Goals). It is a global goal adopted by all United Nations member states. It emphasizes the idea that the development of every country can only be achieved by balancing other factors such as social, economic, and environmental sustainability. It is already clear how sustainable development works with environmental ethics and management. However, there are still issues regarding the sustainable development and human well-being. Sustainable development should focus on finding a way for society to meet their present needs for the long term without sacrificing the ability of future generations to meet their needs. This international seminar provides research results and literature regarding the topic of sustainable development concept, the dynamics of sustainable development and social change, and environmental sustainability. The international seminar, entitled 1st International Conference on Contemporary Sociology and Educational Transformation, listed speakers from several countries providing an overview on human and environmental resilience. This book contains a selection of papers presented at the conference.
Machine Learning For Sustainable Manufacturing In Industry 4 0
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Author : Raman Kumar
language : en
Publisher: CRC Press
Release Date : 2023-11-03
Machine Learning For Sustainable Manufacturing In Industry 4 0 written by Raman Kumar and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-03 with Technology & Engineering categories.
The book focuses on the recent developments in the areas of error reduction, resource optimization, and revenue growth in sustainable manufacturing using machine learning. It presents the integration of smart technologies such as machine learning in the field of Industry 4.0 for better quality products and efficient manufacturing methods. Focusses on machine learning applications in Industry 4.0 ecosystem, such as resource optimization, data analysis, and predictions. Highlights the importance of the explainable machine learning model in the manufacturing processes. Presents the integration of machine learning and big data analytics from an industry 4.0 perspective. Discusses advanced computational techniques for sustainable manufacturing. Examines environmental impacts of operations and supply chain from an industry 4.0 perspective. This book provides scientific and technological insight into sustainable manufacturing by covering a wide range of machine learning applications fault detection, cyber-attack prediction, and inventory management. It further discusses resource optimization using machine learning in industry 4.0, and explainable machine learning models for industry 4.0. It will serve as an ideal reference text for senior undergraduate, graduate students, and academic researchers in the fields including mechanical engineering, manufacturing engineering, production engineering, aerospace engineering, and computer engineering.
Artificial Intelligence In Society
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Author : Michael Heinlein
language : en
Publisher: Springer Nature
Release Date : 2024-12-27
Artificial Intelligence In Society written by Michael Heinlein and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-27 with Social Science categories.
Artificial Intelligence (AI) represents a key technology for social change in the 21st century. Numerous technological applications are now in use that are based on machine learning and the associated possibilities for data collection, use and exploitation. By making large amounts of data manageable and hidden patterns and connections visible, AI makes many things faster, easier and more efficient - be it in everyday life, at work or in organizations. However, the question remains open as to what profound and sometimes latent consequences for humans as social beings and social coexistence are associated with the use and development of AI. How is the relationship between people and technology changing through AI and how should this change be assessed? What opportunities and risks do the use and development of AI open up for people and society? What are the limits of change and what design options are available? And last but not least: What and who determines the development paths that AI takes - with what consequences and for whom? Some of the articles in this volume have been automatically translated into English by Springer (machine translation by the service DeepL.com). The contributions were then thoroughly revised, corrected and supplemented by the authors. The authors are therefore responsible not only for the content, but also for the linguistic form of the articles. Nevertheless, the text of the book may differ stylistically from a conventional translation.