Human-Centered AI

Human-Centered AI
Author: Ben Shneiderman
Publisher: Oxford University Press
Total Pages: 390
Release: 2022
Genre: Computers
ISBN: 0192845292

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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 realist's 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.


Human-Centered AI
Language: en
Pages: 390
Authors: Ben Shneiderman
Categories: Computers
Type: BOOK - Published: 2022 - Publisher: Oxford University Press

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The remarkable progress in algorithms for machine and deep learning have opened the doors to new opportunities, and some dark possibilities. However, a bright f
Human-in-the-Loop Machine Learning
Language: en
Pages: 422
Authors: Robert Munro
Categories: Computers
Type: BOOK - Published: 2021-07-20 - Publisher: Simon and Schuster

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Machine learning applications perform better with human feedback. Keeping the right people in the loop improves the accuracy of models, reduces errors in data,
Design and Anthropology
Language: en
Pages: 375
Authors: Wendy Gunn
Categories: Social Science
Type: BOOK - Published: 2016-04-08 - Publisher: Routledge

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Design and Anthropology challenges conventional thinking regarding the nature of design and creativity, in a way that acknowledges the improvisatory skills and
Human Compatible
Language: en
Pages: 354
Authors: Stuart Jonathan Russell
Categories: Business & Economics
Type: BOOK - Published: 2019 - Publisher: Penguin Books

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A leading artificial intelligence researcher lays out a new approach to AI that will enable people to coexist successfully with increasingly intelligent machine
Radically Human
Language: en
Pages: 152
Authors: Paul Daugherty
Categories: Business & Economics
Type: BOOK - Published: 2022-04-26 - Publisher: Harvard Business Press

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Technology advances are making tech more . . . human. This changes everything you thought you knew about innovation and strategy. In their groundbreaking book,