Human-Centered AI: An Illustrated Scientific Quest

Author:   Panagiotis Germanakos ,  Monika Juhasz ,  Aparna Kongot ,  Devashree Marathe
Publisher:   Springer International Publishing AG
Edition:   2024 ed.
ISBN:  

9783031613746


Pages:   693
Publication Date:   12 December 2024
Format:   Hardback
Availability:   Not yet available   Availability explained
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

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Human-Centered AI: An Illustrated Scientific Quest


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Overview

Embark on a captivating exploration of human-centered computing and AI, where the convergence of technology and human interaction unveils a world of endless possibilities. In the age of wireless communication, pervasive computing, and the Internet of Things, the synergy between humans and machines has never been more profound. This book delves deep into the heart of this symbiotic relationship, shedding light on the intricate dynamics that define our digital landscape. From the humble human-computer communications, via simple interaction points, to the complex web of virtual networks, every aspect of this journey is meticulously examined. Through a lens of innovation and insight, we navigate within the complex terrain of user actions, individual differences, and algorithmic computations. At the core of our exploration lies a quest for understanding—a quest that transcends the boundaries of traditional research and ventures into the realm of cutting-edge technology.  Special emphasis is placed on promoting original insights and paradigms, incorporating aspects derived from psychological theory and individual differences in adaptive computational systems and recommenders. Our goal is simple yet ambitious: by enhancing explainability, fairness, transparency, and decreasing bias during interactions, to empower users with greater control and understanding of the technologies that shape their lives. Through a blend of visual storytelling and specialized textual contributions, we invite you to join us on this extraordinary journey. Whether you're a researcher, practitioner, or enthusiast in the field of AI and human-computer interaction, this book offers valuable insights and perspectives. Prepare to be inspired, enlightened, and empowered through this transformative journey as we unlock the true potential of technology in service of humanity.   

Full Product Details

Author:   Panagiotis Germanakos ,  Monika Juhasz ,  Aparna Kongot ,  Devashree Marathe
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   2024 ed.
ISBN:  

9783031613746


ISBN 10:   3031613740
Pages:   693
Publication Date:   12 December 2024
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Forthcoming
Availability:   Not yet available   Availability explained
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

Table of Contents

Preface.- Memoirs of Agent Black.- Human-Computer Interaction, User Experience and Visual Design for AI Systems.- User Modeling in Human-centred AI.- Individual Differences and Human factors in AI.- Adaptation and Personalization in Human-centred AI.- Human and Computer Networks.- AI Paradigms and Agent-based Technologies.- Conversational Agents.- Recommender Systems.- Responsible AI.- Privacy and Ethics in AI.- AI and Creative Design.

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