Human-Centered AI by Ben Shneiderman Hardcover Book

Description: Human-Centered AI by Ben Shneiderman In Human-Centered AI, Professor Ben Shneiderman provides an optimistic realists guide to how artificial intelligence can be used to augment and enhance humans lives. FORMAT Hardcover CONDITION Brand New Publisher Description The remarkable progress in algorithms for machine and deep learning have opened the doors to new opportunities, and some dark possibilities. However, a bright future awaits those who build on their working methods by including HCAI strategies of design and testing. As many technology companies and thought leaders have argued, the goal is not to replace people, but to empower them by making design choices that give humans control over technology.In Human-Centered AI, Professor Ben Shneiderman offers an optimistic realists guide to how artificial intelligence can be used to augment and enhance humans lives. This project bridges the gapbetween ethical considerations and practical realities to offer a road map for successful, reliable systems. Digital cameras, communications services, and navigation apps are just the beginning. Shneiderman shows how future applications will support health and wellness, improve education, accelerate business, and connect people in reliable, safe, and trustworthy ways that respect human values, rights, justice, and dignity. Author Biography Ben Shneiderman is an emeritus distinguished university professor in the Department of Computer Science at the University of Maryland. His widely used contributions include clickable highlighted weblinks, high-precision touchscreen keyboards for mobile devices, and tagging for photos. Shneidermans information visualization innovations include dynamic query sliders for Spotfire, development of treemaps for viewing hierarchical data, novel networkvisualizations for NodeXL, and event sequence analysis for electronic health records. Shneiderman is also the Founding Director (1983-2000) of the Human-Computer Interaction Laboratory, and a member of the UM Institutefor Advanced Computer Studies (UMIACS) at the University of Maryland. He is a Fellow of the AAAS, ACM, IEEE, NAI, and the Visualization Academy and a Member of the US National Academy of Engineering, in recognition of his pioneering contributions to human-computer interaction and information visualization. Table of Contents Part 1: What Is Human-Centred Artificial Intelligence?1: Introduction: High Expectations2: How Do Rationalism and Empiricism Provide Sound Foundations3: Are People and Computers in the Same Category?4: Will Automation, AI, and Robots Lead to Widespread Unemployment?5: Summary and Skeptics CornerPart 2: Human-Centered AI Framework6: Introduction:Rising Above the Levels of Automation7: Defining Reliable, Safe And Trustworthy Systems8: Two-Dimensional HCAI Framework9: Design Guidelines and Examples10: Summary and Skeptics CornerPart 3: Design Metaphors11: Introduction: What are the Goals of AI Research?12: Science and Innovation Goals13: Intelligent Agents and Supertools14: Teammates and Tele-bots15: Assured Autonomy and Control Centers16: Social Robots and Active Appliances17: Summary and Skeptics CornerPart 4: Governance Structures18: Introduction:How to Bridge the Gap from Ethics to Practice19: Reliable Systems Based on Sound Software Engineering Practices20: Safety Culture Through Business Management Strategies21: Trustworthy Certification by Independent Oversight22: Government Interventions and Regulations23: Summary and Skeptics CornerPart 5: Where Do We Go from Here?24: Introduction: Driving HCAI Forward25: Assessing Trustworthiness26: Caring for and Learning from Older Adults27: Summary and Skeptics CornerPersonal Epilogue: How I Became Passionate about Human-Centered ApproachesNotesBibliographyName IndexSubject Index Review The book will be of interest to anyone interested in AI-including software engineers, designers, computer scientists, policymakers and philosophers -- and our future. Its writing style is accessible, and consequently can be read by both experts and novices. It may also be useful for pedagogical purposes. * Gloria Andrada, Metascience *does a great job in promoting HCAI, putting human and societal needs center stage in the design and application of AI, and in presenting and discussing several very practical ideas * Marc Steen, Prometheus *Your new book, Human-Centered AI, is the most balanced, pragmatic and optimistic analysis of artificial intelligence that Ive read. You lay out a comprehensive guide to building reliable, safe, and trustworthy applications that feature both high levels of human control and high levels of automation. A critical part of your argument is that if we want to achieve a flourishing and humane future its essential for us to understand that computers are not in fact people, and vice versa. * John Dalton, Fidelity Center for Applied Technology Newsletter *The authors approach could not be more important as a moral and normative position on the development of the field, and should be taken as a starting point for public policy discussion... the book is essential reading and its fundamental argument constitutes a moral imperative. * David Lorimer, Paradigm Explorer *A focus on developing AI that helps people will dissolve much of the fear of lost jobs and machine control... Few books on AI discuss the importance to good design of applying the right sort of pressure to the corporate owners of AI systems to push them into social fairness. This one does. * Wendy Grossman, ZDNet *This book combines persuasive arguments with catchy lists and phrases it also is meticulously researched with extensive citations and well-written for a broad audience , HCI NewsThis expert believes we can create AI systems that can have both high levels of automation and human control... Shneiderman provides guidelines covering visual design, previews of expected actions, audit trails, near-miss and failure reviews, and others that can help ensure reliability, safety, and trustworthiness. Basically, by acknowledging the limits of both human and artificial intelligence, designers and developers of automated products can find the right division of labor between humans and AI. * Ben Dickson, thenextweb.com *the book [is] especially relevant to AI researchers and developers...Expanding the variety of inputs into AI design will be essential to achieving Shneidermans transformative vision of a more human-and humane-future. * Angelique Taylor, Issues in Science & Technology *The book is well-structured and a delight to read. The coverage is comprehensive. But it will be controversial. AI scientists and engineers, and anyone concerned about the scientific, social, ethical, legal or philosophical impacts of AI should engage with the theses of Human-Centered AI, even if it is to contest them at times. * Alan Mackworth, University of British Columbia, Canada *From design metaphors to the much needed governance structures, this new book by Ben Shneiderman is a tour de force into the increasingly important topic of human-centred AI. Going beyond the many benefits and dark possibilities, the book provides a fresh vision of AI as a supertool for human wellbeing. A must read. * Virginia Dignum, Umeå University, Sweden *Intellectually re-positioning the practice of AI is the most important social movement of our age. Human-Centered AI is a moral imperative. The graveyard of AI products is replete with well-intended systems centered on the technology. Dont make the same mistake—adopt an HCAI mindset. * Sean McGregor, Founder and Project Lead, the AI Incident Database (Partnership on AI), USA *For many years, the debate surrounding AI has been all about a dystopian or utopian-driven future. Ben Shneiderman, in his informative and timely new book presents a fresh look on the future of AI; one that considers how to empower and augment humans rather than automate and replace them. Throughout the book, that is illustrated with convincing case studies, he presents a new discourse that rethinks the benefits of AI advances from a human perspective. A truly trailblazing work that is both provocative and persuasive, inviting academics, policy-makers, industry researchers and the general public to engage with a new, forward-thinking paradigm of where humans meet AI. * Yvonne Rogers, University College London, UK *A critical call for AI to be human-centered...offers insightful lessons and practical takeaways. * Avi Parush, Management and Business Review *Human-Centered AI makes a case for AI systems that amplify and extend human abilities and performance. * Gloria Andrada, Metascience *Shneidermans book is a valuable resource for those shaping the future of design. By keeping human creativity at the forefront, advancements can be leveraged in balanced ways to create new, interesting, and impactful work. * Jena Marble, Design and Culture * Long Description The remarkable progress in algorithms for machine and deep learning have opened the doors to new opportunities, and some dark possibilities. However, a bright future awaits those who build on their working methods by including HCAI strategies of design and testing. As many technology companies and thought leaders have argued, the goal is not to replace people, but to empower them by making design choices that give humans control over technology.In Human-Centered AI, Professor Ben Shneiderman offers an optimistic realists guide to how artificial intelligence can be used to augment and enhance humans lives. This project bridges the gap between ethical considerations and practical realities to offer a road map for successful, reliable systems. Digital cameras, communications services, and navigation apps are just the beginning. Shneiderman shows how future applications will support health and wellness, improve education,accelerate business, and connect people in reliable, safe, and trustworthy ways that respect human values, rights, justice, and dignity. Review Quote "Your new book, Human-Centered AI, is the most balanced, pragmatic and optimistic analysis of artificial intelligence that Ive read. You lay out a comprehensive guide to building reliable, safe, and trustworthy applications that feature both high levels of human control and high levels of automation. A critical part of your argument is that if we want to achieve a flourishing and humane future its essential for us to understand that computers are not in fact people, and vice versa. " -- John Dalton, Fidelity Center for Applied Technology Newsletter "The authors approach could not be more important as a moral and normative position on the development of the field, and should be taken as a starting point for public policy discussion...the book is essential reading and its fundamental argument constitutes a moral imperative." -- David Lorimer, Paradigm Explorer "A focus on developing AI that helps people will dissolve much of the fear of lost jobs and machine control... Few books on AI discuss the importance to good design of applying the right sort of pressure to the corporate owners of AI systems to push them into social fairness. This one does." -- Wendy Grossman, ZDNet "This book combines persuasive arguments with catchy lists and phrases it also is meticulously researched with extensive citations and well-written for a broad audience" HCI News "This expert believes we can create AI systems that can have both high levels of automation and human control... Shneiderman provides guidelines covering visual design, previews of expected actions, audit trails, near-miss and failure reviews, and others that can help ensure reliability, safety, and trustworthiness. Basically, by acknowledging the limits of both human and artificial intelligence, designers and developers of automated products can find the right division of labor between humans and AI." -- Ben Dickson, thenextweb.com "the book [is] especially relevant to AI researchers and developers...Expanding the variety of inputs into AI design will be essential to achieving Shneidermans transformative vision of a more human-and humane-future." -- Angelique Taylor, Issues in Science & Technology "The book is well-structured and a delight to read. The coverage is comprehensive. But it will be controversial. AI scientists and engineers, and anyone concerned about the scientific, social, ethical, legal or philosophical impacts of AI should engage with the theses of Human-Centered AI, even if it is to contest them at times." -- Alan Mackworth, University of British Columbia, Canada "From design metaphors to the much needed governance structures, this new book by Ben Shneiderman is a tour de force into the increasingly important topic of human-centred AI. Going beyond the many benefits and dark possibilities, the book provides a fresh vision of AI as a supertool for human wellbeing. A must read." -- Virginia Dignum, Ume Feature Focuses not on the risks of AI, but on the opportunities it presents and how to capitalise on themPuts forward 15 recommendations about how programmers, business leaders, educators, professionals, and policy makers can implement human-centered AIExplains how an expansion from an algorithm-focused view to embrace a human-centered perspective can shape the future of technology so as to better serve human needsBridges the gap between ethical considerations and practical realities to make successful, reliable systemsProvides human-centered AI design metaphors to show ways to get beyond current limitations and see new design possibilities that empower people Details ISBN0192845292 Author Ben Shneiderman Publisher Oxford University Press Year 2022 ISBN-10 0192845292 ISBN-13 9780192845290 Format Hardcover Publication Date 2022-01-13 UK Release Date 2022-01-13 Imprint Oxford University Press Place of Publication Oxford Country of Publication United Kingdom Pages 400 NZ Release Date 2022-01-13 Illustrations 26 colour illustrations Edited by Virginia Murray Birth 1955 Death 1851 Affiliation Head of Extreme Events and Health Protection Section, Centre for Radiation, Chemical and Environmental Hazards, Public Health England, UK Position Liliane Elkins Professor in Supportive Care Programs and Executive Director, Department of Supportive Care Medicine Qualifications R.N., B.S.N., Ocn DEWEY 006.3 Audience Professional & Vocational AU Release Date 2022-04-06 We've got this At The Nile, if you're looking for it, we've got it. 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