Human Centered Ai At Work Common Ground In Theories And Methods
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Author | : Annette Kluge |
Publisher | : Frontiers Media SA |
Total Pages | : 137 |
Release | : 2024-04-26 |
Genre | : Science |
ISBN | : 2832548407 |
Research can face artificial intelligence (AI) as an issue of technology development but also as an issue of enacted technology at work. Human-centered design of AI gives emphasis to the expertise and needs of human beings as a starting point of technology development or as an outcome of AI-based work settings. This is an important goal, as expressed, for example, by the international labor organization's call for a "human-centered agenda" for the future of AI and automation collaboration. This Research Topic raises the question of what human-centricity means, i.e. what are the criteria and indicators of human-centered AI and how can they be considered and implemented?
Author | : Ben Shneiderman |
Publisher | : Oxford University Press |
Total Pages | : 390 |
Release | : 2022 |
Genre | : Computers |
ISBN | : 0192845292 |
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 | : Catherine RĂ©gis |
Publisher | : CRC Press |
Total Pages | : 0 |
Release | : 2024-03-22 |
Genre | : |
ISBN | : 9781032341613 |
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.
Author | : Chang S. Nam |
Publisher | : Elsevier |
Total Pages | : 312 |
Release | : 2022-05-18 |
Genre | : Education |
ISBN | : 0323856489 |
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 | : Ben Shneiderman |
Publisher | : Oxford University Press |
Total Pages | : 390 |
Release | : 2022-01-13 |
Genre | : Computers |
ISBN | : 0192660004 |
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 | : Mengchen Dong |
Publisher | : |
Total Pages | : 0 |
Release | : 2023 |
Genre | : |
ISBN | : |
As algorithms powered by Artificial Intelligence (AI) are increasingly involved in the management of organizations, it becomes imperative to understand people's feelings and behaviors when machines gain power over humans. There are two mainstream methods for doing so, vignette studies and case studies. Both can reveal important insights into human-centered AI management, but they also yield inconsistent findings, for example on the attitude people have toward AI management. We discuss how the respective limitations of the two methods may be the drivers of these inconsistent findings, and emphasize the advantages of a third method for mitigating these limitations: field experiments on crowdsourced marketplaces. Such field experiments go beyond using crowdsourced marketplaces as human research subject pools, and use them instead as models of workplaces where workers can experience actual AI management under different configurations. Through a proof-of-concept study on Amazon Mechanical Turk (Mturk; as a world-leading crowdsourcing platform), we showed unique human reactions to AI management, which were not perfectly aligned with those in vignettes or case studies. We suggest that field experiments on crowdsourced marketplaces can provide participants with the actual experience of AI management, facilitating robust predictions and allowing for timely behavioral research on AI-powered workflows and organizations.
Author | : Markus Dirk Dubber |
Publisher | : Oxford Handbooks |
Total Pages | : 896 |
Release | : 2020 |
Genre | : Business & Economics |
ISBN | : 019006739X |
This interdisciplinary and international handbook captures and shapes much needed reflection on normative frameworks for the production, application, and use of artificial intelligence in all spheres of individual, commercial, social, and public life.
Author | : Jack Minker |
Publisher | : Springer Science & Business Media |
Total Pages | : 640 |
Release | : 2000-12-31 |
Genre | : Computers |
ISBN | : 9780792372240 |
The use of mathematical logic as a formalism for artificial intelligence was recognized by John McCarthy in 1959 in his paper on Programs with Common Sense. In a series of papers in the 1960's he expanded upon these ideas and continues to do so to this date. It is now 41 years since the idea of using a formal mechanism for AI arose. It is therefore appropriate to consider some of the research, applications and implementations that have resulted from this idea. In early 1995 John McCarthy suggested to me that we have a workshop on Logic-Based Artificial Intelligence (LBAI). In June 1999, the Workshop on Logic-Based Artificial Intelligence was held as a consequence of McCarthy's suggestion. The workshop came about with the support of Ephraim Glinert of the National Science Foundation (IIS-9S2013S), the American Association for Artificial Intelligence who provided support for graduate students to attend, and Joseph JaJa, Director of the University of Maryland Institute for Advanced Computer Studies who provided both manpower and financial support, and the Department of Computer Science. We are grateful for their support. This book consists of refereed papers based on presentations made at the Workshop. Not all of the Workshop participants were able to contribute papers for the book. The common theme of papers at the workshop and in this book is the use of logic as a formalism to solve problems in AI.
Author | : Benedict du Boulay |
Publisher | : Edward Elgar Publishing |
Total Pages | : 697 |
Release | : 2023-01-20 |
Genre | : Education |
ISBN | : 1800375417 |
Gathering insightful and stimulating contributions from leading global experts in Artificial Intelligence in Education (AIED), this comprehensive Handbook traces the development of AIED from its early foundations in the 1970s to the present day.
Author | : Bilge Mutlu |
Publisher | : Frontiers Media SA |
Total Pages | : 220 |
Release | : 2022-08-11 |
Genre | : Technology & Engineering |
ISBN | : 2889767574 |