Human-Centered AI
portes grátis
Human-Centered AI
A Multidisciplinary Perspective for Policy-Makers, Auditors, and Users
Denis, Jean-Louis; Kishimoto, Atsuo; Regis, Catherine; Axente, Maria Luciana
Taylor & Francis Ltd
03/2024
342
Mole
Inglês
9781032341613
15 a 20 dias
Descrição não disponível.
Foreword Yoshua Bengio. Introduction Atsuo Kishimoto, Catherine Regis, Jean-Louis Denis, Maria Axente. Section 1. 1. Defining Human-Centered AI: An Interview with Shannon Vallor Shannon Vallor. 2. Towards Addressing Inequality and Social Exclusion by Algorithms: Human-Centric AI Through the Lens of Ubuntu Malwina Anna Wojcik. 3. Redefining Human-Centered AI: The human impact of AI-based recommendation engines Oshri Bar-Gil. 4. Ethics at the Intersection: Human-Centered AI & User Experience Design Christopher Quintana. 5. Human-Centered Artificial Intelligence (HCAI): From conceptual examination to legislative action Pierre Larouche. 6. Privacy in the Future Era of AI Matt Malone. 7. The Moral Landscape of General-Purpose Large Language Models Giada Pistilli. 8. Anand Rao's Commentary Anand Rao. 9. Benjamin Prud'homme's Commentary Benjamin Prud'homme. Section 2. 1. Implementing Good Governance Strategies for Human-Centered AI in Healthcare: Connecting Norms and Context Michael Da Silva, Jean-Louis Denis, and Catherine Regis. 2. Human-Centered AI for Sustainability and Agriculture Jennifer Garard, Allison Cohen, Ernest Habanabakize, Erin Gleeson, Melisande Teng, Gaetan Marceau Caron, Daoud Piracha, Rosette Lukonge Savanna, Kinsie Rayburn, Melissa Rosa, Kaspar Kundert, and Eliane Ubalijoro. 3. AI and Judiciary Decisions Takehiro Ohya. 4. Crafting human-centred AI in workspaces for better work Christian Levesque, Cassandra Bowkett, Julie (M.E.) Garneau, and Sara Perez-Lauzon. 5. Artificial Intelligence in Higher Education: Opportunities, Issues and Challenges Bruno Poellhuber, Normand Roy, and Alexandre Lepage. 6. HCAI-based service provision for an engaged university Cristina Mele, Tiziana Russo Spena, Irene Di Bernardo, Angelo Ranieri, and Marialuisa Marzullo. 7. How human-centred are the AI systems that implement social media platforms? Alistair Knott, Tapabrata Chakraborti, and Dino Pedreschi. 8. CHOM5KY vs. CHOMSKY: A reflection on Emulations, Meanings and metaphors Sandra Rodriguez. 9. Christina Colclough's Commentary Christina Colclough. 10. Joseph Nsengimana's Commentary Joseph Nsengimana. Section 3. 1. A Human-Centered Approach to AI Governance: Operationalizing Human Rights Through Citizen Participation Karine Gentelet, and Sarit K. Mizrahi. 2. Operationalising AI Regulatory Sandboxes for Children's Rights and Well-being Vicky Charisi, and Virginia Dignum. 3. Towards the social acceptability of algorithms Marina Teller. 4. Human-Centered AI for Industry 5.0 (HUMAI5.0): Design framework and Case Studies Mario Passalacqua, Garrick Cabour, Robert Pellerin, Pierre-Majorique Leger, and Philippe Doyon-Poulin. 5. Agile Governance as AI Governance: A challenge for governance reformation in Japan Kodai Zukeyama, Tomoumi Nishimura, Haluna Kawashima, and Tatsuhiko Yamamoto. 6. A Framework for Human-Centered AI-based Public Policies Jakob Kappenberger, and Heiner Stuckenschmidt. 7. Three Implementation Gaps to Harnessing Inclusive AI in Organizations Clementine Collett, Gina Neff, and Maria Axente. 8. Tatiana Revilla's Commentary Tatiana Revilla. 9. Rebecca Finlay's Commentary Rebecca Finlay.
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algorithmic fairness;ethical machine learning;AI in healthcare;social impact assessment;data privacy law;inclusive technology policy;regulatory sandboxes for artificial intelligence
Foreword Yoshua Bengio. Introduction Atsuo Kishimoto, Catherine Regis, Jean-Louis Denis, Maria Axente. Section 1. 1. Defining Human-Centered AI: An Interview with Shannon Vallor Shannon Vallor. 2. Towards Addressing Inequality and Social Exclusion by Algorithms: Human-Centric AI Through the Lens of Ubuntu Malwina Anna Wojcik. 3. Redefining Human-Centered AI: The human impact of AI-based recommendation engines Oshri Bar-Gil. 4. Ethics at the Intersection: Human-Centered AI & User Experience Design Christopher Quintana. 5. Human-Centered Artificial Intelligence (HCAI): From conceptual examination to legislative action Pierre Larouche. 6. Privacy in the Future Era of AI Matt Malone. 7. The Moral Landscape of General-Purpose Large Language Models Giada Pistilli. 8. Anand Rao's Commentary Anand Rao. 9. Benjamin Prud'homme's Commentary Benjamin Prud'homme. Section 2. 1. Implementing Good Governance Strategies for Human-Centered AI in Healthcare: Connecting Norms and Context Michael Da Silva, Jean-Louis Denis, and Catherine Regis. 2. Human-Centered AI for Sustainability and Agriculture Jennifer Garard, Allison Cohen, Ernest Habanabakize, Erin Gleeson, Melisande Teng, Gaetan Marceau Caron, Daoud Piracha, Rosette Lukonge Savanna, Kinsie Rayburn, Melissa Rosa, Kaspar Kundert, and Eliane Ubalijoro. 3. AI and Judiciary Decisions Takehiro Ohya. 4. Crafting human-centred AI in workspaces for better work Christian Levesque, Cassandra Bowkett, Julie (M.E.) Garneau, and Sara Perez-Lauzon. 5. Artificial Intelligence in Higher Education: Opportunities, Issues and Challenges Bruno Poellhuber, Normand Roy, and Alexandre Lepage. 6. HCAI-based service provision for an engaged university Cristina Mele, Tiziana Russo Spena, Irene Di Bernardo, Angelo Ranieri, and Marialuisa Marzullo. 7. How human-centred are the AI systems that implement social media platforms? Alistair Knott, Tapabrata Chakraborti, and Dino Pedreschi. 8. CHOM5KY vs. CHOMSKY: A reflection on Emulations, Meanings and metaphors Sandra Rodriguez. 9. Christina Colclough's Commentary Christina Colclough. 10. Joseph Nsengimana's Commentary Joseph Nsengimana. Section 3. 1. A Human-Centered Approach to AI Governance: Operationalizing Human Rights Through Citizen Participation Karine Gentelet, and Sarit K. Mizrahi. 2. Operationalising AI Regulatory Sandboxes for Children's Rights and Well-being Vicky Charisi, and Virginia Dignum. 3. Towards the social acceptability of algorithms Marina Teller. 4. Human-Centered AI for Industry 5.0 (HUMAI5.0): Design framework and Case Studies Mario Passalacqua, Garrick Cabour, Robert Pellerin, Pierre-Majorique Leger, and Philippe Doyon-Poulin. 5. Agile Governance as AI Governance: A challenge for governance reformation in Japan Kodai Zukeyama, Tomoumi Nishimura, Haluna Kawashima, and Tatsuhiko Yamamoto. 6. A Framework for Human-Centered AI-based Public Policies Jakob Kappenberger, and Heiner Stuckenschmidt. 7. Three Implementation Gaps to Harnessing Inclusive AI in Organizations Clementine Collett, Gina Neff, and Maria Axente. 8. Tatiana Revilla's Commentary Tatiana Revilla. 9. Rebecca Finlay's Commentary Rebecca Finlay.
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