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Human-Centered AI: A New Synthesis

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Human-Computer Interaction – INTERACT 2021 (INTERACT 2021)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 12932))

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Abstract

Researchers, developers, business leaders, policy makers and others are expanding the technology-centered scope of Artificial Intelligence (AI) to include Human-Centered AI (HCAI) ways of thinking. This expansion from an algorithm-focused view to embrace a human-centered perspective, can shape the future of technology so as to better serve human needs. Educators, designers, software engineers, product managers, evaluators, and government agency staffers can build on AI-driven technologies to design products and services that make life better for the users. These human-centered products and services will enable people to better care for each other, build sustainable communities, and restore the environment.

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References

  1. Shneiderman, B.: Opinion: the dangers of faulty, biased, or malicious algorithms requires independent oversight. Proc. Nat. Acad. Sci. 113(48), 13538–13540 (2016). http://www.pnas.org/content/113/48/13538.full

  2. Shneiderman, B.: Bridging the gap between ethics and practice: guidelines for reliable, safe, and trustworthy human-centered AI systems. ACM Trans. Interact. Intell. Syst. 10(4), 31 (2020). https://doi.org/10.1145/3419764. Article 26

  3. Shneiderman, B.: Human-centered artificial intelligence: reliable, safe, & trustworthy. Int. J. Hum.-Comput. Interact. 36(6), 495–504 (2020). https://doi.org/10.1080/10447318.2020.1741118

  4. Shneiderman, B.: Design lessons from AI’s two grand goals: human emulation and useful applications. IEEE Trans. Technol. Soc. 1, 2 (2020). https://ieeexplore.ieee.org/document/9088114

  5. Shneiderman, B.: Human-Centered AI. Oxford University Press (2022, forthcoming)

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Author information

Authors and Affiliations

  1. University of Maryland, College Park, MD, 20742, USA

    Ben Shneiderman

Authors
  1. Ben Shneiderman
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Corresponding author

Correspondence to Ben Shneiderman .

Editor information

Editors and Affiliations

  1. Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy

    Carmelo Ardito

  2. Computer Science Department, University of Bari Aldo Moro, Bari, Italy

    Rosa Lanzilotti

  3. Computer Science Department, University of Pisa, Pisa, Italy

    Alessio Malizia

  4. Department of Computer Science, University of York, York, UK

    Helen Petrie

  5. Computer Science Department, University of Bari Aldo Moro, Bari, Italy

    Antonio Piccinno

  6. Computer Science Department, University of Bari Aldo Moro, Bari, Italy

    Giuseppe Desolda

  7. Microsoft Research, Redmond, WA, USA

    Kori Inkpen

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Cite this paper

Shneiderman, B. (2021). Human-Centered AI: A New Synthesis. In: Ardito, C., et al. Human-Computer Interaction – INTERACT 2021. INTERACT 2021. Lecture Notes in Computer Science(), vol 12932. Springer, Cham. https://doi.org/10.1007/978-3-030-85623-6_1

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  • DOI: https://doi.org/10.1007/978-3-030-85623-6_1

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-85622-9

  • Online ISBN: 978-3-030-85623-6

  • eBook Packages: Computer ScienceComputer Science (R0)

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