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Communications of the ACM
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Communications of the ACM
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https://dx.doi.org/10.48550/ar...
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The challenge of crafting intelligible intelligence

descriptionPublicationkeyboard_double_arrow_right Article , Preprint 21 May 2019Embargo end date: 01 Jan 2018 English Publisher:Association for Computing Machinery (ACM)Journal:Communications of the ACM, volume 62, pages 70-79 (issn: 0001-0782, eissn: 1557-7317, Copyright policy )Funded by:NSF | RI: Small: Improving Crow...
Authors: Weld, Daniel S.; Bansal, Gagan;

doi: 10.1145/3282486 , 10.48550/arxiv.1803.04263

arXiv: 1803.04263

The challenge of crafting intelligible intelligence

Abstract

To trust the behavior of complex AI algorithms, especially in mission-critical settings, they must be made intelligible.

Related Organizations
Keywords

FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 150
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Top 1%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Top 1%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Top 1%
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
150
Top 1%
Top 1%
Top 1%
Green
bronze
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