Human-Centered AI A Multidisciplinary Perspective for Policy-Makers, Auditors, and Users
Artificial intelligence (AI) permeates our lives in a growing number of ways. Relying solely on traditional, technology-driven approaches won't suffice to develop and deploy that technology in a way that truly enhances human experience. A new concept is desperately needed to reach that goal. Th...
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Boca Raton
Chapman and Hall/CRC
2024
CRC Press Taylor & Francis CRC Press LLC Chapman & Hall |
| Vydání: | 1 |
| Edice: | Chapman & Hall/CRC Artificial Intelligence and Robotics Series |
| Témata: | |
| ISBN: | 9781032341613, 1032341610, 1032341629, 9781032341620, 9781003860846, 1003320791, 9781003320791, 1003860842 |
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| Abstract | Artificial intelligence (AI) permeates our lives in a growing number of ways. Relying solely on traditional, technology-driven approaches won't suffice to develop and deploy that technology in a way that truly enhances human experience. A new concept is desperately needed to reach that goal. That concept is Human-Centered AI (HCAI). With 29 captivating chapters, this book delves deep into the realm of HCAI. In Section I, it demystifies HCAI, exploring cutting-edge trends and approaches in its study, including the moral landscape of Large Language Models. Section II looks at how HCAI is viewed in different institutions—like the justice system, health system, and higher education—and how it could affect them. It examines how crafting HCAI could lead to better work. Section III offers practical insights and successful strategies to transform HCAI from theory to reality, for example, studying how using regulatory sandboxes could ensure the development of age-appropriate AI for kids. Finally, decision-makers and practitioners provide invaluable perspectives throughout the book, showcasing the real-world significance of its articles beyond academia. Authored by experts from a variety of backgrounds, sectors, disciplines, and countries, this engaging book offers a fascinating exploration of Human-Centered AI. Whether you're new to the subject or not, a decision-maker, a practitioner or simply an AI user, this book will help you gain a better understanding of HCAI's impact on our societies, and of why and how AI should really be developed and deployed in a human-centered future. |
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| AbstractList | Authored by experts from a variety of backgrounds, sectors, disciplines and countries, this engaging book offers a fascinating exploration of Human-Centered AI. Whether you're new to the subject or not, a decision-maker, a practitioner or simply a AI user, this book will help you gain a better understanding of HCAI's impact on our societies. Artificial intelligence (AI) permeates our lives in a growing number of ways. Relying solely on traditional, technology-driven approaches won't suffice to develop and deploy that technology in a way that truly enhances human experience. A new concept is desperately needed to reach that goal. That concept is Human-Centered AI (HCAI).With 29 captivating chapters, this book delves deep into the realm of HCAI. In Section I, it demystifies HCAI, exploring cutting-edge trends and approaches in its study, including the moral landscape of Large Language Models. Section II looks at how HCAI is viewed in different institutions-like the justice system, health system, and higher education-and how it could affect them. It examines how crafting HCAI could lead to better work. Section III offers practical insights and successful strategies to transform HCAI from theory to reality, for example, studying how using regulatory sandboxes could ensure the development of age-appropriate AI for kids. Finally, decision-makers and practitioners provide invaluable perspectives throughout the book, showcasing the real-world significance of its articles beyond academia.Authored by experts from a variety of backgrounds, sectors, disciplines, and countries, this engaging book offers a fascinating exploration of Human-Centered AI. Whether you're new to the subject or not, a decision-maker, a practitioner or simply an AI user, this book will help you gain a better understanding of HCAI's impact on our societies, and of why and how AI should really be developed and deployed in a human-centered future. Artificial intelligence (AI) permeates our lives in a growing number of ways. Relying solely on traditional, technology-driven approaches won't suffice to develop and deploy that technology in a way that truly enhances human experience. A new concept is desperately needed to reach that goal. That concept is Human-Centered AI (HCAI). With 29 captivating chapters, this book delves deep into the realm of HCAI. In Section I, it demystifies HCAI, exploring cutting-edge trends and approaches in its study, including the moral landscape of Large Language Models. Section II looks at how HCAI is viewed in different institutions-like the justice system, health system, and higher education-and how it could affect them. It examines how crafting HCAI could lead to better work. Section III offers practical insights and successful strategies to transform HCAI from theory to reality, for example, studying how using regulatory sandboxes could ensure the development of age-appropriate AI for kids. Finally, decision-makers and practitioners provide invaluable perspectives throughout the book, showcasing the real-world significance of its articles beyond academia. Authored by experts from a variety of backgrounds, sectors, disciplines, and countries, this engaging book offers a fascinating exploration of Human-Centered AI. Whether you're new to the subject or not, a decision-maker, a practitioner, or simply an AI user, this book will help you gain a better understanding of HCAI's impact on our societies, and of why and how AI should really be developed and deployed in a human-centered future. |
| Author | Régis, Catherine |
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| Copyright | 2024 selection and editorial matter, Catherine Régis, Jean-Louis Denis, Maria Axente, & Atsuo Kishimoto; individual chapters, the contributors |
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| Editor | Régis, Catherine Axente, Maria Luciana Kishimoto, Atsuo Denis, Jean-Louis |
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| Keywords | AI Governance AI Regulation Responsible AI Impacts of AI Human Rights |
| LCCN | 2023058994 |
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| Language | English |
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| Notes | Other editors: Jean-Louis Denis, Maria Luciana Axente, Atsuo Kishimoto Content Type: text (ncrcontent), Media Type: unmediated (ncrmedia), Carrier Type: volume (ncrcarrier) Includes bibliographical references and index |
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| Snippet | Artificial intelligence (AI) permeates our lives in a growing number of ways. Relying solely on traditional, technology-driven approaches won't suffice to... Authored by experts from a variety of backgrounds, sectors, disciplines and countries, this engaging book offers a fascinating exploration of Human-Centered... |
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| SubjectTerms | AI Governance AI Regulation Artificial intelligence Artificial intelligence -- Philosophy Artificial intelligence -- Social aspects Automatic control engineering Computer science Computing and Information Technology Digital and information technologies: Legal aspects Digital and information technologies: social and ethical aspects Electrical engineering Electronics and communications engineering Electronics engineering Energy technology and engineering Engineering: general Ergonomics Human Rights Human-computer interaction Impacts of AI Information technology: general topics Neural networks and fuzzy systems Responsible AI Technical design Technology, Engineering, Agriculture, Industrial processes Technology: general issues TJFM1 Robotics User-centered system design |
| Subtitle | A Multidisciplinary Perspective for Policy-Makers, Auditors, and Users |
| TableOfContents | Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Table of Contents -- Acknowledgments -- Foreword -- List of Contributors -- Introduction -- Section I: Meanings, Trends and Approaches in the Study of HCAI -- Chapter 1: Defining Human-Centered AI: An Interview with Shannon Vallor -- Chapter 2: Toward Addressing Inequality and Social Exclusion by Algorithms: Human-Centric AI through the Lens of Ubuntu -- Chapter 3: Redefining Human-Centered AI: The Human Impact of AI-Based Recommendation Engines -- Chapter 4: Ethics at the Intersection: Human-Centered AI and User Experience Design -- Chapter 5: Human-Centered Artificial Intelligence (HCAI): From Conceptual Examination to Legislative Action -- Chapter 6: Privacy in the Future Era of AI -- Chapter 7: The Moral Landscape of General-Purpose Large Language Models -- Chapter 8: Anand Rao's Commentary -- Chapter 9: Benjamin Prud'homme's Commentary -- Section II: Sectoral Representations of HCAI -- Chapter 10: Good Governance Strategies for Human-Centered AI in Healthcare: Connecting Norms and Context -- Chapter 11: Human-Centered AI for Sustainability and Agriculture -- Chapter 12: Crafting Human-Centered AI in Workspaces for Better Work -- Chapter 13: AI and Judiciary Decisions -- Chapter 14: Artificial Intelligence in Higher Education: Opportunities, Issues, and Challenges -- Chapter 15: HCAI-Based Service Provision for an Engaged University -- Chapter 16: How Human-Centered Are the AI Systems That Implement Social Media Platforms? -- Chapter 17: AI Art and Creation as a Tool to Demystify AI: The Case Study of CHOM5KY vs. CHOMSKY -- Chapter 18: Christina Colclough's Commentary -- Chapter 19: Joseph Nsengimana's Commentary -- Section III: Lessons Learned and Promising Practices Chapter 20: A Human-Centered Approach to AI Governance: Operationalizing Human Rights through Citizen Participation -- Chapter 21: Operationalizing AI Regulatory Sandboxes for Children's Rights and Well-Being -- Chapter 22: Towards the Social Acceptability of Algorithms -- Chapter 23: Human-Centered AI for Industry 5.0 (HUMAI5.0): Design Framework and Case Studies -- Chapter 24: Agile Governance as AI Governance: A Challenge for Governance Reformation in Japan -- Chapter 25: A Framework for Human-Centered AI-Based Public Policies -- Chapter 26: Three Implementation Gaps to Harnessing Inclusive AI in Organizations -- Chapter 27: Tatiana Revilla's Commentary -- Chapter 28: Rebecca Finlay's Commentary -- Index |
| Title | Human-Centered AI |
| URI | https://www.taylorfrancis.com/books/9781003320791 https://cir.nii.ac.jp/crid/1130021825755128223 https://directory.doabooks.org/handle/20.500.12854/157782 https://library.oapen.org/handle/20.500.12657/100309 https://ebookcentral.proquest.com/lib/[SITE_ID]/detail.action?docID=31280723 https://www.vlebooks.com/vleweb/product/openreader?id=none&isbn=9781003860792 https://www.vlebooks.com/vleweb/product/openreader?id=none&isbn=9781003860846 |
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