Human-Centered Human-AI Interaction (HC-HAII): A Human-Centered AI Perspective
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Abstract (arXiv)
This chapter systematically promotes an emerging interdisciplinary field of human-artificial intelligence interaction (human-AI interaction, HAII) from a human-centered AI (HCAI) perspective. It introduces a framework of human-centered HAII (HC-HAII). HC-HAII places humans at the core of HAII research and applications, emphasizing the importance of adopting a human-centered approach over a technology-centered one. The chapter presents the HC-HAII methodology, including human-centered methods, process, interdisciplinary teams, and multi-level design paradigms. It also highlights key research challenges and future directions. As the first chapter, this chapter also provides a structural overview of this book, which brings together contributions from an interdisciplinary community of researchers and practitioners to advance the theory, methodology, and applications of HCAI in diverse domains of HAII. The purpose of this chapter is to provide a fundamental framework for this book, centered on HAII research and applications based on the HCAI approach, which will pave the way for the content of subsequent chapters.
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References · 8
- 2020Human-Centered Artificial Intelligence: Reliable, Safe & Trustworthycited by 183
- 2022Towards Human-centered Explainable AI: A Survey of User Studies for Model Explanationscited by 85
- 2019Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AIcited by 63
- 2017Human-in-the-loop Artificial Intelligencecited by 40
- 2021Transitioning to human interaction with AI systems: New challenges and opportunities for HCI professionals to enable human-centered AIcited by 38
- 2021Human-AI interaction: An emerging interdisciplinary domain for enabling human-centered AIcited by 3
- 2023An HCAI Methodological Framework (HCAI-MF): Putting It Into Action to Enable Human-Centered AIcited by 3
- 2022User-Centered Design (VIII): A New Framework of Intelligent Sociotechnical Systems and Prospects for Future Human Factors Researchcited by 1
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