Human-Centered AI
A Multidisciplinary Perspective for Policy-Makers, Auditors, and Users
Herausgeber: Régis, Catherine; Axente, Maria Luciana; Denis, Jean-Louis
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Human-Centered AI
A Multidisciplinary Perspective for Policy-Makers, Auditors, and Users
Herausgeber: Régis, Catherine; Axente, Maria Luciana; Denis, Jean-Louis
- Broschiertes Buch
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.
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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.
Produktdetails
- Produktdetails
- Chapman & Hall/CRC Artificial Intelligence and Robotics Series
- Verlag: Taylor & Francis Ltd
- Seitenzahl: 342
- Erscheinungstermin: 22. März 2024
- Englisch
- Abmessung: 234mm x 156mm x 19mm
- Gewicht: 554g
- ISBN-13: 9781032341613
- ISBN-10: 1032341610
- Artikelnr.: 69485238
- Chapman & Hall/CRC Artificial Intelligence and Robotics Series
- Verlag: Taylor & Francis Ltd
- Seitenzahl: 342
- Erscheinungstermin: 22. März 2024
- Englisch
- Abmessung: 234mm x 156mm x 19mm
- Gewicht: 554g
- ISBN-13: 9781032341613
- ISBN-10: 1032341610
- Artikelnr.: 69485238
Catherine Régis is a specialist in health law and innovation law at Université de Montréal. Most of her work explores how to best regulate AI at the national at the international level. She holds a Canada Research Chair in Health Law and Policy and a Canada-CIFAR Chair in Artificial Intelligence. She has co-chaired (2021-2023) the Responsible AI Working Group of the Global Partnership on AI and is an associate academic member at MILA, the world's largest academic research center in machine learning. Jean-Louis Denis is professor of health policy and management at the School of Public Health of Université de Montréal and a senior scientist the Research Center of Québec's largest hospital, CHUM. He holds the Canada Research Chair on Health System Design and Adaptation. He cochairs, with Catherine Régis, the HAICU Lab on human-centered AI of the U7+ Alliance of Global Universities. Maria Luciana Axente is an award-winning AI ethics and public policy expert, a member of various Advisory Boards and an Intellectual Forum Senior Research Associate at the University of Cambridge, researching human-centric AI at the intersection between tech policy and ethics in the industry. Atsuo Kishimoto is Professor at the Institute for Datability Science and Director of the Research Center on Ethical, Legal and Social Issues at the Osaka University. He is originally an economist by training and has worked for the National Institute of Advanced Industrial Science and Technology (AIST) as a risk assessor.
Foreword Yoshua Bengio. Introduction Atsuo Kishimoto, Catherine Régis,
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 Wójcik. 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 Régis. 2. Human-Centered AI for Sustainability and
Agriculture Jennifer Garard, Allison Cohen, Ernest Habanabakize, Erin
Gleeson, Mélisande Teng, Gaétan Marceau Caron, Daoud Piracha, Rosette
Lukonge Savanna, Kinsie Rayburn, Melissa Rosa, Kaspar Kundert, and Éliane
Ubalijoro. 3. AI and Judiciary Decisions Takehiro Ohya. 4. Crafting
human-centred AI in workspaces for better work Christian Lévesque,
Cassandra Bowkett, Julie (M.É.) Garneau, and Sara Pérez-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 Léger, 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.
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 Wójcik. 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 Régis. 2. Human-Centered AI for Sustainability and
Agriculture Jennifer Garard, Allison Cohen, Ernest Habanabakize, Erin
Gleeson, Mélisande Teng, Gaétan Marceau Caron, Daoud Piracha, Rosette
Lukonge Savanna, Kinsie Rayburn, Melissa Rosa, Kaspar Kundert, and Éliane
Ubalijoro. 3. AI and Judiciary Decisions Takehiro Ohya. 4. Crafting
human-centred AI in workspaces for better work Christian Lévesque,
Cassandra Bowkett, Julie (M.É.) Garneau, and Sara Pérez-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 Léger, 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.
Foreword Yoshua Bengio. Introduction Atsuo Kishimoto, Catherine Régis,
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 Wójcik. 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 Régis. 2. Human-Centered AI for Sustainability and
Agriculture Jennifer Garard, Allison Cohen, Ernest Habanabakize, Erin
Gleeson, Mélisande Teng, Gaétan Marceau Caron, Daoud Piracha, Rosette
Lukonge Savanna, Kinsie Rayburn, Melissa Rosa, Kaspar Kundert, and Éliane
Ubalijoro. 3. AI and Judiciary Decisions Takehiro Ohya. 4. Crafting
human-centred AI in workspaces for better work Christian Lévesque,
Cassandra Bowkett, Julie (M.É.) Garneau, and Sara Pérez-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 Léger, 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.
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 Wójcik. 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 Régis. 2. Human-Centered AI for Sustainability and
Agriculture Jennifer Garard, Allison Cohen, Ernest Habanabakize, Erin
Gleeson, Mélisande Teng, Gaétan Marceau Caron, Daoud Piracha, Rosette
Lukonge Savanna, Kinsie Rayburn, Melissa Rosa, Kaspar Kundert, and Éliane
Ubalijoro. 3. AI and Judiciary Decisions Takehiro Ohya. 4. Crafting
human-centred AI in workspaces for better work Christian Lévesque,
Cassandra Bowkett, Julie (M.É.) Garneau, and Sara Pérez-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 Léger, 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.