Human-Centered AI: An Illustrated Scientific Quest
Springer International Publishing (Verlag)
978-3-031-61374-6 (ISBN)
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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.
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.
| Erscheint lt. Verlag | 30.1.2025 |
|---|---|
| Reihe/Serie | Human–Computer Interaction Series |
| Zusatzinfo | XXV, 693 p. 20 illus., 13 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Informatik ► Betriebssysteme / Server |
| Informatik ► Software Entwicklung ► User Interfaces (HCI) | |
| Schlagworte | Adaptation and Personalization • Artificial Intelligence • Human-Centred Computing • Human Factors • User Modelling |
| ISBN-10 | 3-031-61374-0 / 3031613740 |
| ISBN-13 | 978-3-031-61374-6 / 9783031613746 |
| Zustand | Neuware |
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