1 Search Results for "Mackay, Wendy E."

Human-Centered Artificial Intelligence (Dagstuhl Seminar 22262)

Authors: Wendy E. Mackay, John Shawe-Taylor, and Frank van Harmelen

Published in: Dagstuhl Reports, Volume 12, Issue 6 (2023)

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.

Cite as

Wendy E. Mackay, John Shawe-Taylor, and Frank van Harmelen. Human-Centered Artificial Intelligence (Dagstuhl Seminar 22262). In Dagstuhl Reports, Volume 12, Issue 6, pp. 112-117, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2023)

Copy BibTex To Clipboard

  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/entities/document/10.4230/DagRep.12.6.112},
  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}
  • Refine by Author
  • 1 Mackay, Wendy E.
  • 1 Shawe-Taylor, John
  • 1 van Harmelen, Frank

  • Refine by Classification
  • 1 Computing methodologies → Artificial intelligence
  • 1 Computing methodologies → Machine learning
  • 1 Human-centered computing → Human computer interaction (HCI)
  • 1 Human-centered computing → Interaction design
  • 1 Mathematics of computing → Probability and statistics
  • Show More...

  • Refine by Keyword
  • 1 Human-Computer Interaction
  • 1 Human-centered Artificial Intelligence
  • 1 Hybrid Intelligence

  • Refine by Type
  • 1 document

  • Refine by Publication Year
  • 1 2023

Questions / Remarks / Feedback

Feedback for Dagstuhl Publishing

Thanks for your feedback!

Feedback submitted

Could not send message

Please try again later or send an E-mail