Human Centered Artificial Intelligence

Author : Ben Shneiderman
Publisher : Oxford University Press
Page : 390 pages
File Size : 41,6 Mb
Release : 2022-01-13
Category : Computers
ISBN : 9780192660008

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Human-Centered AI by Ben Shneiderman Pdf

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.

Author : Chang S. Nam,Jae-Yoon Jung,Sangwon Lee
Publisher : Academic Press
Page : 314 pages
File Size : 50,6 Mb
Release : 2022-05-15
Category : Education
ISBN : 9780323856492

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Human-Centered Artificial Intelligence by Chang S. Nam,Jae-Yoon Jung,Sangwon Lee Pdf

Human-Centered Artificial Intelligence: Research and Applications presents current theories, fundamentals, techniques and diverse applications of human-centered AI. Sections address the question, "are AI models explainable, interpretable and understandable?, introduce readers to the design and development process, including mind perception and human interfaces, explore various applications of human-centered AI, including human-robot interaction, healthcare and decision-making, and more. As human-centered AI aims to push the boundaries of previously limited AI solutions to bridge the gap between machine and human, this book is an ideal update on the latest advances. Presents extensive research on human-centered AI technology Provides different methods and techniques used to investigate human-AI interaction Discusses open questions and challenges in trust within human-centered AI Explores how human-centered AI changes and operates in human-machine interactions

Author : Mohamed Chetouani,Virginia Dignum,Paul Lukowicz,Carles Sierra
Publisher : Springer Nature
Page : 434 pages
File Size : 45,6 Mb
Release : 2023-04-03
Category : Computers
ISBN : 9783031243493

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Human-Centered Artificial Intelligence by Mohamed Chetouani,Virginia Dignum,Paul Lukowicz,Carles Sierra Pdf

The 18th European Advanced Course on AI (ACAI) took place in Berlin on 11-15 October 2021, organized by the European project Humane-AI Net in collaboration with the European AI Association (EURAI). The school included tutorials on different topics, which were selected through an open call to top European AI researchers. In addition, the school also included 4 invited talks, a student poster presentation, and a mentorship program. This volume contains 21 tutorial chapters organized according to the following themes: human-centered AI; human-centered machine learning; explainable AI; ethics, law, and the societal aspects of AI; argumentation; and social simulation. The contributions include learning objectives, reading lists, and links to further resources.

Author : David Mhlanga
Publisher : Taylor & Francis
Page : 283 pages
File Size : 45,7 Mb
Release : 2023-11-13
Category : Business & Economics
ISBN : 9781000994407

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Responsible Industry 4.0 by David Mhlanga Pdf

The growth of digital technologies and Artificial Intelligence (AI) has the potential to increase global wealth and tackle some of the world's most serious problems, including economic marginalization. In contrast, these innovations may contribute to widening economic gaps and potentially threaten the stability of democratic governments. Changes in economic growth and distribution are occurring in both developed and developing countries due to the impact that new technologies are having on businesses and the workplace. This book provides answers to the question of whether the technologies of the Fourth Industrial Revolution, such as Artificial Intelligence, will lead to greater economic uncertainty, environmental collapse, and social unrest or whether they will help achieve shared prosperity and sustainable development, and successively the Sustainable Development Goals (SDGs). The book focuses on Human-centered Artificial Intelligence (AI) and the responsible deployment of diverse technologies for achieving sustainable development. It examines why the human-centred approach is so crucial to long-term success. It underlines the definition of human-centred AI and its importance in creating sustainability and resilience. It starts with a comprehensive history of the Fourth Industrial Revolution, details how to produce artificial intelligence that is centred on humans in order to accomplish sustainable development in the era of the Fourth Industrial Revolution, and then goes on to discuss the need for proper management and governance of emerging technologies. The book ends by presenting a framework that will assist stakeholders in employing AI in a human-centred manner to achieve the sustainable development goals set for 2030. The book will appeal to scholars, academics and researchers interested in information linked to the SDGs, AI and industry 4.0.

Author : Jie Yang,Alessandro Bozzon,Ujwal Gadiraju,Matthew Lease
Publisher : Frontiers Media SA
Page : 158 pages
File Size : 53,9 Mb
Release : 2023-06-02
Category : Science
ISBN : 9782832525029

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Human-centered AI: Crowd computing by Jie Yang,Alessandro Bozzon,Ujwal Gadiraju,Matthew Lease Pdf

Author : Surbhi Bhatia Khan,Suyel Namasudra,Swati Chandna,Arwa Mashat
Publisher : Elsevier
Page : 342 pages
File Size : 50,5 Mb
Release : 2023-07-22
Category : Computers
ISBN : 9780323999496

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Innovations in Artificial Intelligence and Human-Computer Interaction in the Digital Era by Surbhi Bhatia Khan,Suyel Namasudra,Swati Chandna,Arwa Mashat Pdf

Innovations in Artificial Intelligence and Human Computer Interaction in the Digital Era investigates the interaction and growing interdependency of the HCI and AI fields, which are not usually addressed in traditional approaches. Chapters explore how well AI can interact with users based on linguistics and user-centered design processes, especially with the advances of AI and the hype around many applications. Other sections investigate how HCI and AI can mutually benefit from a closer association and the how the AI community can improve their usage of HCI methods like “Wizard of Oz prototyping and “Thinking aloud protocols. Moreover, HCI can further augment human capabilities using new technologies. This book demonstrates how an interdisciplinary team of HCI and AI researchers can develop extraordinary applications, such as improved education systems, smart homes, smart healthcare and map Human Computer Interaction (HCI) for a multidisciplinary field that focuses on the design of computer technology and the interaction between users and computers in different domains. Presents fundamental concepts of both HCI and AI, addressing a multidisciplinary audience of researchers and engineers working on User Centered Design (UCD), User Interface (UI) design, and User Experience (UX) design Explores a broad range of case studies from across healthcare, industry, and education Investigates multiple strategies for designing and developing intelligent user interfaces to solve real-world problems Outlines research challenges and future directions for the intersection of AI and HCI

Author : Helen Armstrong
Publisher : Chronicle Books
Page : 177 pages
File Size : 51,7 Mb
Release : 2021-11-04
Category : Design
ISBN : 9781648960789

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Big Data, Big Design by Helen Armstrong Pdf

Big Data, Big Design provides designers with the tools they need to harness the potential of machine learning and put it to use for good through thoughtful, human-centered, intentional design. Enter the world of Machine Learning (ML) and Artificial Intelligence (AI) through a design lens in this thoughtful handbook of practical skills, technical knowledge, interviews, essays, and theory, written specifically for designers. Gain an understanding of the design opportunities and design biases that arise when using predictive algorithms. Learn how to place design principles and cultural context at the heart of AI and ML through real-life case studies and examples. This portable, accessible guide will give beginners and more advanced AI and ML users the confidence to make reasoned, thoughtful decisions when implementing ML design solutions.

Author : Kim Phuc Tran
Publisher : Springer Nature
Page : 271 pages
File Size : 51,6 Mb
Release : 2023-06-01
Category : Technology & Engineering
ISBN : 9783031305108

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Artificial Intelligence for Smart Manufacturing by Kim Phuc Tran Pdf

This book provides readers with a comprehensive overview of the latest developments in the field of smart manufacturing, exploring theoretical research, technological advancements, and practical applications of AI approaches. With Industry 4.0 paving the way for intelligent systems and innovative technologies to enhance productivity and quality, the transition to Industry 5.0 has introduced a new concept known as augmented intelligence (AuI), combining artificial intelligence (AI) with human intelligence (HI). As the demand for smart manufacturing continues to grow, this book serves as a valuable resource for professionals and practitioners looking to stay up-to-date with the latest advancements in Industry 5.0. Covering a range of important topics such as product design, predictive maintenance, quality control, digital twin, wearable technology, quantum, and machine learning, the book also features insightful case studies that demonstrate the practical application of these tools in real-world scenarios. Overall, this book provides a comprehensive and up-to-date account of the latest advancements in smart manufacturing, offering readers a valuable resource for navigating the challenges and opportunities presented by Industry 5.0.

Author : Infocomm Media Development Authority
Publisher : World Scientific
Page : 215 pages
File Size : 46,5 Mb
Release : 2020-06-22
Category : Computers
ISBN : 9789811218972

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Artificial Intelligence, Data And Blockchain In A Digital Economy, First Edition by Infocomm Media Development Authority Pdf

Digital transformation continues to create new growth opportunities for businesses and improve the lives of citizens. To help businesses seize these opportunities, the Infocomm Media Development Authority (IMDA) launched the Digital Economy Framework for Action in 2018. This living document aims to enhance Singapore's digital competitiveness and become a global node in Asia.As part of Singapore's push for a Digital Economy, IMDA and the Singapore University of Social Sciences have collaborated to jointly publish the Artificial Intelligence, Data and Blockchain in a Digital Economy, First Edition. This book explains how frontier technologies such as blockchain and artificial intelligence can empower Singapore's digital transformation. It also highlights and provides insights on transformative services and how frontier technology can impact the nation's digitalisation journey.

Author : Alla G. Kravets,Alexander A. Bolshakov,Maxim Shcherbakov
Publisher : Springer Nature
Page : 402 pages
File Size : 50,6 Mb
Release : 2022-04-02
Category : Technology & Engineering
ISBN : 9783030951122

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Society 5.0: Human-Centered Society Challenges and Solutions by Alla G. Kravets,Alexander A. Bolshakov,Maxim Shcherbakov Pdf

This book focuses on open issues of Society 5.0, a new paradigm of a society that balances a human-centred approach and technologies based on cyber-physical systems and artificial intelligence. The book contains results of how intelligent or cyber-physical systems help to improve the quality of life in society despite new challenges. Discusses implemented breakthrough systems, models, programs, and methods that cover the following topics: biomedicine and healthcare, innovations in socio-economic systems, intelligent energetics, advances in transport systems, human-centric technologies. These approaches help to improve human society using cyber-physical systems in a dramatically changing environment. The target audience of the book are practitioners, enterprises representatives, scientists, PhD and Master students who perform scientific research on the application of cyber-physical systems towards Society 5.0.

Author : Kerrie L. Holley,Siupo Becker M.D.
Publisher : "O'Reilly Media, Inc."
Page : 222 pages
File Size : 47,8 Mb
Release : 2021-04-19
Category : Computers
ISBN : 9781492063100

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AI-First Healthcare by Kerrie L. Holley,Siupo Becker M.D. Pdf

AI is poised to transform every aspect of healthcare, including the way we manage personal health, from customer experience and clinical care to healthcare cost reductions. This practical book is one of the first to describe present and future use cases where AI can help solve pernicious healthcare problems. Kerrie Holley and Siupo Becker provide guidance to help informatics and healthcare leadership create AI strategy and implementation plans for healthcare. With this book, business stakeholders and practitioners will be able to build knowledge, a roadmap, and the confidence to support AIin their organizations—without getting into the weeds of algorithms or open source frameworks. Cowritten by an AI technologist and a medical doctor who leverages AI to solve healthcare’s most difficult challenges, this book covers: The myths and realities of AI, now and in the future Human-centered AI: what it is and how to make it possible Using various AI technologies to go beyond precision medicine How to deliver patient care using the IoT and ambient computing with AI How AI can help reduce waste in healthcare AI strategy and how to identify high-priority AI application

Author : Helmut Degen,Stavroula Ntoa
Publisher : Springer Nature
Page : 683 pages
File Size : 50,6 Mb
Release : 2023-07-08
Category : Computers
ISBN : 9783031358913

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Artificial Intelligence in HCI by Helmut Degen,Stavroula Ntoa Pdf

This double volume book set constitutes the refereed proceedings of 4th International Conference, AI-HCI 2023, held as part of the 25th International Conference, HCI International 2023, which was held virtually in Copenhagen, Denmark in July 2023. The total of 1578 papers and 396 posters included in the HCII 2023 proceedings was carefully reviewed and selected from 7472 submissions. The first volume focuses on topics related to Human-Centered Artificial Intelligence, explainability, transparency and trustworthiness, ethics and fairness, as well as AI-supported user experience design. The second volume focuses on topics related to AI for language, text, and speech-related tasks, human-AI collaboration, AI for decision-support and perception analysis, and innovations in AI-enabled systems.

Author : Allen Kent,James G. Williams
Publisher : CRC Press
Page : 392 pages
File Size : 52,9 Mb
Release : 1999-05-14
Category : Computers
ISBN : 0824722930

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Encyclopedia of Computer Science and Technology by Allen Kent,James G. Williams Pdf

An Approach to Complexity from a Human-Centered Artificial Intelligence Perspective to The Virtual Workplace

Author : Mohd Hasnun Arif Hassan,Zulkifli Ahmad (a) Manap,Mohamad Zairi Baharom,Nasrul Hadi Johari,Ummu Kulthum Jamaludin,Muhammad Hilmi Jalil,Idris Mat Sahat,Mohd Nadzeri Omar
Publisher : Springer Nature
Page : 742 pages
File Size : 50,5 Mb
Release : 2021-10-01
Category : Technology & Engineering
ISBN : 9789811641152

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Human-Centered Technology for a Better Tomorrow by Mohd Hasnun Arif Hassan,Zulkifli Ahmad (a) Manap,Mohamad Zairi Baharom,Nasrul Hadi Johari,Ummu Kulthum Jamaludin,Muhammad Hilmi Jalil,Idris Mat Sahat,Mohd Nadzeri Omar Pdf

This book acts as a compilation of papers presented in the Human Engineering Symposium (HUMENS 2021). The symposium theme, “Human-centered Technology for A Better Tomorrow,” covers the following research topics: ergonomics, biomechanics, sports technology, medical device and instrumentation, artificial intelligence / machine learning, industrial design, rehabilitation, additive manufacturing, modelling and bio-simulation, and signal processing. Fifty-nine articles published in this book are divided into four parts, namely Part 1—Artificial Intelligence and Biosimulation, Part 2—Biomechanics, Safety and Sports, Part 3—Design and Instrumentation, and Part 4—Ergonomics.

Author : Ruohan Wang
Publisher : Unknown
Page : 128 pages
File Size : 50,7 Mb
Release : 2020
Category : Electronic
ISBN : OCLC:1255875297

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Towards Human-centered Artificial Intelligence by Ruohan Wang Pdf