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Communications of the ACM
Article
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arXiv.org e-Print Archive
Preprint . 2020
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Communications of the ACM
Article . 2017 . Peer-reviewed
License: https://www.acm.org/publications/policies/copyright_policy#Background
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https://dx.doi.org/10.48550/ar...
Article . 2020
License: arXiv Non-Exclusive Distribution
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https://dx.doi.org/10.1145/301...
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https://dx.doi.org/10.1145/301...
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Data science

challenges and directions
descriptionPublicationkeyboard_double_arrow_right Article , Preprint , Other literature type 24 Jul 2017Embargo end date: 01 Jan 2020 English Publisher:Association for Computing Machinery (ACM)Journal:Communications of the ACM, volume 60, pages 59-68 (issn: 0001-0782, eissn: 1557-7317, Copyright policy )Funded by:ARC | Modelling and discovering...
Authors: Cao, Longbing;

doi: 10.1145/3015456 , 10.48550/arxiv.2006.16966

arXiv: 2006.16966

Abstract

While it may not be possible to build a data brain identical to a human, data science can still aspire to imaginative machine thinking.

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Keywords

FOS: Computer and information sciences, Computer Science - Computers and Society, Computers and Society (cs.CY)

  • 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).
    		 90
    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 10%
    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!
90
Top 1%
Top 10%
Top 1%
Green
bronze