License: Creative Commons Attribution 4.0 International license (CC BY 4.0)
When quoting this document, please refer to the following
DOI: 10.4230/DagRep.12.6.112
URN: urn:nbn:de:0030-drops-174579
URL: http://dagstuhl.sunsite.rwth-aachen.de/volltexte/2023/17457/
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Mackay, Wendy E. ; Shawe-Taylor, John ; van Harmelen, Frank
Weitere Beteiligte (Hrsg. etc.): Wendy E. Mackay and John Shawe-Taylor and Frank van Harmelen

Human-Centered Artificial Intelligence (Dagstuhl Seminar 22262)

pdf-format:
dagrep_v012_i006_p112_22262.pdf (2 MB)

Abstract

This report documents the program and the outcomes of Dagstuhl Perspectives Workshop 22262 "Human-Centered Artificial Intelligence".
The goal of this Dagstuhl Perspectives Workshops is to provide the scientific and technological foundations for designing and deploying hybrid human-centered AI systems that work in partnership with human beings and that enhance human capabilities rather than replace human intelligence. Fundamentally new solutions are needed for core research problems in AI and human-computer interaction (HCI), especially to help people understand actions recommended or performed by AI systems and to facilitate meaningful interaction between humans and AI systems. Specific challenges include: learning complex world models; building effective and explainable machine learning systems; developing human-controllable intelligent systems; adapting AI systems to dynamic, open-ended real-world environments (in particular robots and autonomous systems); achieving in-depth understanding of humans and complex social contexts; and enabling self-reflection within AI systems.

BibTeX - Entry

@Article{mackay_et_al:DagRep.12.6.112,
  author =	{Mackay, Wendy E. and Shawe-Taylor, John and van Harmelen, Frank},
  title =	{{Human-Centered Artificial Intelligence (Dagstuhl Seminar 22262)}},
  pages =	{112--117},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2023},
  volume =	{12},
  number =	{6},
  editor =	{Mackay, Wendy E. and Shawe-Taylor, John and van Harmelen, Frank},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/opus/volltexte/2023/17457},
  URN =		{urn:nbn:de:0030-drops-174579},
  doi =		{10.4230/DagRep.12.6.112},
  annote =	{Keywords: Human-centered Artificial Intelligence, Human-Computer Interaction, Hybrid Intelligence}
}

Keywords: Human-centered Artificial Intelligence, Human-Computer Interaction, Hybrid Intelligence
Collection: DagRep, Volume 12, Issue 6
Issue Date: 2023
Date of publication: 19.01.2023

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