Human-Centered AI

NOTE EDITORE

A HUMAN-CENTERED APPROACH TO ARTIFICIAL INTELLIGENCE WILL ENSURE HUMAN CONTROL OVER POWERFUL AND HELPFUL FUTURE MOBILE DEVICES AND SERVICES Researchers, developers, business leaders, policy makers, and others are expanding the technology-centered scope of artificial intelligence (AI) to include human-centered AI (HCAI) ways of thinking. This expansion from an algorithm-focused view to embrace a human-centered perspective can shape the future of technology to better serve human needs. The remarkable progress in algorithms for machine and deep learning have opened the doors to new opportunities, and some dark possibilities. However, as many technology companies and thought leaders have said, 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 aims to produce an optimistic, realistic, 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 make 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.

SOMMARIO

1 - Introduction: High Expectations2 - How Do Rationalism and Empiricism Provide Sound Foundations?3 - Are People and Computers in the Same Category?4 - Will Automation, AI, and Robots Lead to Widespread Unemployment?5 - Summary and Skeptic's Corner6 - Introduction: Rising Above the Levels of Automation7 - Defining Reliable, Safe, and Trustworthy Systems8 - Two-Dimensional HCAI Framework9 - Design Guidelines and Examples10 - Summary and Skeptic's Corner11 - 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 Skeptic's Corner18 - 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 Skeptic's Corner24 - Introduction: Driving HCAI Forward25 - Assessing Trustworthiness26 - Caring for and Learning from Older Adults27 - Summary and Skeptic's Corner

AUTORE

BEN SHNEIDERMAN is an Emeritus Distinguished University Professor in the Department of Computer Science, Founding Director (1983-2000) of the Human-Computer Interaction Laboratory, and a Member of the UM Institute for 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.

ALTRE INFORMAZIONI

• Condizione: Nuovo
• ISBN: 9780198945345
• Dimensioni: 235 x 16.0 x 160 mm Ø 634 gr
• Formato: Brossura
• Illustration Notes: 26 colour illustrations
• Pagine Arabe: 416