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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| Hlavní autori: | , , , |
|---|---|
| Médium: | E-kniha Kniha |
| Jazyk: | English |
| Vydavateľské údaje: |
Boca Raton
Chapman and Hall/CRC
2024
CRC Press Taylor & Francis CRC Press LLC Chapman & Hall |
| Vydanie: | 1 |
| Edícia: | Chapman & Hall/CRC Artificial Intelligence and Robotics Series |
| Predmet: | |
| ISBN: | 9781032341613, 1032341610, 1032341629, 9781032341620, 9781003860846, 1003320791, 9781003320791, 1003860842 |
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Obsah:
- 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