articleApr 19, 2023Closed access

What is Human-Centered about Human-Centered AI? A Map of the Research Landscape

TCTara CapelMBMargot Brereton

Queensland University of Technology

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Abstract

The application of Artificial Intelligence (AI) across a wide range of domains comes with both high expectations of its benefits and dire predictions of misuse. While AI systems have largely been driven by a technology-centered design approach, the potential societal consequences of AI have mobilized both HCI and AI researchers towards researching human-centered artificial intelligence (HCAI). However, there remains considerable ambiguity about what it means to frame, design and evaluate HCAI. This paper presents a critical review of the large corpus of peer-reviewed literature emerging on HCAI in order to characterize what the community is defining as HCAI. Our review contributes an overview and map of HCAI…

Citation impact

191
total citations
FWCI
46.15
Percentile
100%
References
304
Citations per year

Authors

2

Topics & keywords

Topics
Keywords
  • Computer science
  • Ambiguity
  • Artificial intelligence
  • Data science
  • Order (exchange)
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