sample-sigchi-a.bbl

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\begin{thebibliography}{21}

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% The following commands are used for tagged output and should be
% invisible to TeX
\providecommand\bibfield[2]{#2}
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\providecommand\showeprint[2][]{arXiv:#2}

\bibitem[\protect\citeauthoryear{Angwin, Larson, Mattu, and Kirchner}{Angwin
  et~al\mbox{.}}{2016}]%
        {propublicamachinebias}
\bibfield{author}{\bibinfo{person}{Julia Angwin}, \bibinfo{person}{Jeff
  Larson}, \bibinfo{person}{Surya Mattu}, {and} \bibinfo{person}{Lauren
  Kirchner}.} \bibinfo{year}{2016}\natexlab{}.
\newblock \showarticletitle{Machine bias}.
\newblock \bibinfo{journal}{\emph{ProPublica}} (\bibinfo{date}{23 May}
  \bibinfo{year}{2016}).
\newblock
\urldef\tempurl%
\url{https://perma.cc/L4M4-TJQT}
\showURL{%
\tempurl}


\bibitem[\protect\citeauthoryear{Barocas and Selbst}{Barocas and
  Selbst}{2016}]%
        {barocas2016big}
\bibfield{author}{\bibinfo{person}{Solon Barocas} {and}
  \bibinfo{person}{Andrew~D Selbst}.} \bibinfo{year}{2016}\natexlab{}.
\newblock \showarticletitle{Big Data's Disparate Impact}.
\newblock \bibinfo{journal}{\emph{California Law Review}}
  \bibinfo{volume}{104} (\bibinfo{year}{2016}), \bibinfo{pages}{671--732}.
\newblock


\bibitem[\protect\citeauthoryear{Binns}{Binns}{2018}]%
        {binns2017fairness}
\bibfield{author}{\bibinfo{person}{Reuben Binns}.}
  \bibinfo{year}{2018}\natexlab{}.
\newblock \showarticletitle{Fairness in Machine Learning: Lessons from
  Political Philosophy}.
\newblock \bibinfo{journal}{\emph{Proceedings of Machine Learning Research
  (FAT* 2018 Proceedings)}}  \bibinfo{volume}{81} (\bibinfo{year}{2018}),
  \bibinfo{pages}{149--159}.
\newblock
\urldef\tempurl%
\url{https://arxiv.org/abs/1712.03586}
\showURL{%
\tempurl}


\bibitem[\protect\citeauthoryear{Binns, Van~Kleek, Veale, Lyngs, Zhao, and
  Shadbolt}{Binns et~al\mbox{.}}{2018}]%
        {binns2018reducing}
\bibfield{author}{\bibinfo{person}{Reuben Binns}, \bibinfo{person}{Max
  Van~Kleek}, \bibinfo{person}{Michael Veale}, \bibinfo{person}{Ulrik Lyngs},
  \bibinfo{person}{Jun Zhao}, {and} \bibinfo{person}{Nigel Shadbolt}.}
  \bibinfo{year}{2018}\natexlab{}.
\newblock \showarticletitle{'It's Reducing a Human Being to a Percentage';
  Perceptions of Justice in Algorithmic Decisions}. In
  \bibinfo{booktitle}{\emph{CHI'18}}.
\newblock


\bibitem[\protect\citeauthoryear{Binns, Veale, Van~Kleek, and Shadbolt}{Binns
  et~al\mbox{.}}{2017}]%
        {binns2017like}
\bibfield{author}{\bibinfo{person}{Reuben Binns}, \bibinfo{person}{Michael
  Veale}, \bibinfo{person}{Max Van~Kleek}, {and} \bibinfo{person}{Nigel
  Shadbolt}.} \bibinfo{year}{2017}\natexlab{}.
\newblock \showarticletitle{Like trainer, like bot? Inheritance of bias in
  algorithmic content moderation}. In \bibinfo{booktitle}{\emph{Socinfo'17}}.
\newblock
\urldef\tempurl%
\url{https://doi.org/10.1007/978-3-319-67256-4_32}
\showDOI{\tempurl}


\bibitem[\protect\citeauthoryear{Bolukbasi, Chang, Zou, Saligrama, and
  Kalai}{Bolukbasi et~al\mbox{.}}{2016}]%
        {BolukbasiCZSK16a}
\bibfield{author}{\bibinfo{person}{Tolga Bolukbasi}, \bibinfo{person}{Kai{-}Wei
  Chang}, \bibinfo{person}{James~Y. Zou}, \bibinfo{person}{Venkatesh
  Saligrama}, {and} \bibinfo{person}{Adam Kalai}.}
  \bibinfo{year}{2016}\natexlab{}.
\newblock \showarticletitle{Man is to Computer Programmer as Woman is to
  Homemaker? Debiasing Word Embeddings}.
\newblock \bibinfo{journal}{\emph{NIPS'16}} (\bibinfo{year}{2016}).
\newblock


\bibitem[\protect\citeauthoryear{Chouldechova}{Chouldechova}{2017}]%
        {chouldechova2017fair}
\bibfield{author}{\bibinfo{person}{Alexandra Chouldechova}.}
  \bibinfo{year}{2017}\natexlab{}.
\newblock \showarticletitle{Fair prediction with disparate impact: A study of
  bias in recidivism prediction instruments}.
\newblock \bibinfo{journal}{\emph{Big data}} \bibinfo{volume}{5},
  \bibinfo{number}{2} (\bibinfo{year}{2017}), \bibinfo{pages}{153--163}.
\newblock


\bibitem[\protect\citeauthoryear{Crawford and Ostrom}{Crawford and
  Ostrom}{1995}]%
        {crawford1995grammar}
\bibfield{author}{\bibinfo{person}{Sue~ES Crawford} {and}
  \bibinfo{person}{Elinor Ostrom}.} \bibinfo{year}{1995}\natexlab{}.
\newblock \showarticletitle{A grammar of institutions}.
\newblock \bibinfo{journal}{\emph{American Political Science Review}}
  \bibinfo{volume}{89}, \bibinfo{number}{3} (\bibinfo{year}{1995}),
  \bibinfo{pages}{582--600}.
\newblock


\bibitem[\protect\citeauthoryear{Edwards and Veale}{Edwards and Veale}{2017}]%
        {edwardsveale}
\bibfield{author}{\bibinfo{person}{Lilian Edwards} {and}
  \bibinfo{person}{Michael Veale}.} \bibinfo{year}{2017}\natexlab{}.
\newblock \showarticletitle{{Slave to the Algorithm? Why a `Right to an
  Explanation' is Probably Not The Remedy You Are Looking For}}.
\newblock \bibinfo{journal}{\emph{Duke Law \& Technology Review}}
  \bibinfo{volume}{16}, \bibinfo{number}{1} (\bibinfo{year}{2017}),
  \bibinfo{pages}{18--84}.
\newblock
\urldef\tempurl%
\url{https://doi.org/10.2139/ssrn.2972855}
\showDOI{\tempurl}


\bibitem[\protect\citeauthoryear{Griswold}{Griswold}{2017}]%
        {smartspeaker}
\bibfield{author}{\bibinfo{person}{Alison Griswold}.}
  \bibinfo{year}{2017}\natexlab{}.
\newblock \showarticletitle{Amazon Echo has a huge lead on Google Home---and
  it's growing}.
\newblock \bibinfo{journal}{\emph{Quartz}} (\bibinfo{year}{2017}).
\newblock
\urldef\tempurl%
\url{https://perma.cc/L8GJ-6P59}
\showURL{%
\tempurl}


\bibitem[\protect\citeauthoryear{Keats~Citron and Pasquale}{Keats~Citron and
  Pasquale}{2014}]%
        {Pasquale:2014vt}
\bibfield{author}{\bibinfo{person}{Danielle Keats~Citron} {and}
  \bibinfo{person}{Frank Pasquale}.} \bibinfo{year}{2014}\natexlab{}.
\newblock \showarticletitle{{The scored society: Due process for automated
  predictions}}.
\newblock \bibinfo{journal}{\emph{Washington Law Review}} \bibinfo{volume}{89},
  \bibinfo{number}{1} (\bibinfo{year}{2014}), \bibinfo{pages}{1--33}.
\newblock


\bibitem[\protect\citeauthoryear{Marwick and {b}oyd}{Marwick and
  {b}oyd}{2014}]%
        {marwick2014networked}
\bibfield{author}{\bibinfo{person}{Alice~E Marwick} {and}
  \bibinfo{person}{{d}anah {b}oyd}.} \bibinfo{year}{2014}\natexlab{}.
\newblock \showarticletitle{Networked privacy: How teenagers negotiate context
  in social media}.
\newblock \bibinfo{journal}{\emph{New Media \& Society}} \bibinfo{volume}{16},
  \bibinfo{number}{7} (\bibinfo{year}{2014}), \bibinfo{pages}{1051--1067}.
\newblock


\bibitem[\protect\citeauthoryear{Moore}{Moore}{2015}]%
        {mooreOASys}
\bibfield{editor}{\bibinfo{person}{Robin Moore}} (Ed.).
  \bibinfo{year}{2015}\natexlab{}.
\newblock \bibinfo{booktitle}{\emph{{A compendium of research and analysis on
  the Offender Assessment System}}}.
\newblock \bibinfo{publisher}{Ministry of Justice Analytical Series},
  \bibinfo{address}{London}.
\newblock
\urldef\tempurl%
\url{https://perma.cc/W2FT-NFWZ}
\showURL{%
\tempurl}


\bibitem[\protect\citeauthoryear{Oswald, Grace, Urwin, and Barnes}{Oswald
  et~al\mbox{.}}{2018}]%
        {marionHART17}
\bibfield{author}{\bibinfo{person}{Marion Oswald}, \bibinfo{person}{Jamie
  Grace}, \bibinfo{person}{Sheena Urwin}, {and} \bibinfo{person}{Geoffrey~C.
  Barnes}.} \bibinfo{year}{2018}\natexlab{}.
\newblock \showarticletitle{Algorithmic Risk Assessment Policing Models:
  Lessons from the Durham HART Model and `Experimental' Proportionality}.
\newblock \bibinfo{journal}{\emph{Information \& Communications Technology
  Law}} (\bibinfo{year}{2018}).
\newblock
\urldef\tempurl%
\url{https://ssrn.com/abstract=3029345}
\showURL{%
\tempurl}


\bibitem[\protect\citeauthoryear{Pirolli and Card}{Pirolli and Card}{2005}]%
        {pirolli2005sensemaking}
\bibfield{author}{\bibinfo{person}{Peter Pirolli} {and} \bibinfo{person}{Stuart
  Card}.} \bibinfo{year}{2005}\natexlab{}.
\newblock \showarticletitle{The sensemaking process and leverage points for
  analyst technology as identified through cognitive task analysis}. In
  \bibinfo{booktitle}{\emph{Proceedings of the 2005 International Conference on
  Intelligence Analysis}}, Vol.~\bibinfo{volume}{5}. \bibinfo{pages}{2--4}.
\newblock


\bibitem[\protect\citeauthoryear{Ribeiro, Singh, and Guestrin}{Ribeiro
  et~al\mbox{.}}{2016}]%
        {ribeiro2016should}
\bibfield{author}{\bibinfo{person}{Marco~Tulio Ribeiro},
  \bibinfo{person}{Sameer Singh}, {and} \bibinfo{person}{Carlos Guestrin}.}
  \bibinfo{year}{2016}\natexlab{}.
\newblock \showarticletitle{``Why should I trust you?'': Explaining the
  predictions of any classifier}. In \bibinfo{booktitle}{\emph{KDD'16}}.
\newblock
\urldef\tempurl%
\url{https://doi.org/10.1145/2939672.2939778}
\showDOI{\tempurl}


\bibitem[\protect\citeauthoryear{Skitka, Mosier, and Burdick}{Skitka
  et~al\mbox{.}}{1999}]%
        {Skitka:1999il}
\bibfield{author}{\bibinfo{person}{Linda~J Skitka}, \bibinfo{person}{Kathleen~L
  Mosier}, {and} \bibinfo{person}{Mark Burdick}.}
  \bibinfo{year}{1999}\natexlab{}.
\newblock \showarticletitle{{Does automation bias decision-making?}}
\newblock \bibinfo{journal}{\emph{International Journal of Human-Computer
  Studies}}  \bibinfo{volume}{51} (\bibinfo{year}{1999}),
  \bibinfo{pages}{991--1006}.
\newblock
\urldef\tempurl%
\url{https://doi.org/10.1006/ijhc.1999.0252}
\showDOI{\tempurl}


\bibitem[\protect\citeauthoryear{Van~Kleek, Binns, Zhao, Slack, Lee, Ottewell,
  and Shadbolt}{Van~Kleek et~al\mbox{.}}{2018}]%
        {refine}
\bibfield{author}{\bibinfo{person}{Max Van~Kleek}, \bibinfo{person}{Reuben
  Binns}, \bibinfo{person}{Jun Zhao}, \bibinfo{person}{Adam Slack},
  \bibinfo{person}{Sauyon Lee}, \bibinfo{person}{Dean Ottewell}, {and}
  \bibinfo{person}{Nigel Shadbolt}.} \bibinfo{year}{2018}\natexlab{}.
\newblock \showarticletitle{X-Ray Refine: Supporting the Exploration and
  Refinement of Information Exposure Resulting from Smartphone Apps}. In
  \bibinfo{booktitle}{\emph{Proceedings of the 2017 CHI Conference on Human
  Factors in Computing Systems}} \emph{(\bibinfo{series}{CHI'18})}.
\newblock


\bibitem[\protect\citeauthoryear{Van~Kleek, Liccardi, Binns, Zhao, Weitzner,
  and Shadbolt}{Van~Kleek et~al\mbox{.}}{2017}]%
        {btdchi}
\bibfield{author}{\bibinfo{person}{Max Van~Kleek}, \bibinfo{person}{Ilaria
  Liccardi}, \bibinfo{person}{Reuben Binns}, \bibinfo{person}{Jun Zhao},
  \bibinfo{person}{Daniel~J. Weitzner}, {and} \bibinfo{person}{Nigel
  Shadbolt}.} \bibinfo{year}{2017}\natexlab{}.
\newblock \showarticletitle{Better the Devil You Know: Exposing the Data
  Sharing Practices of Smartphone Apps}. In \bibinfo{booktitle}{\emph{CHI'17}}.
\newblock
\urldef\tempurl%
\url{https://doi.org/10.1145/3025453.3025556}
\showDOI{\tempurl}


\bibitem[\protect\citeauthoryear{Veale and Edwards}{Veale and Edwards}{2018}]%
        {vealeedwardsa29}
\bibfield{author}{\bibinfo{person}{Michael Veale} {and} \bibinfo{person}{Lilian
  Edwards}.} \bibinfo{year}{2018}\natexlab{}.
\newblock \showarticletitle{Clarity, Surprises, and Further Questions in the
  Article 29 Working Party Draft Guidance on Automated Decision-Making and
  Profiling}.
\newblock \bibinfo{journal}{\emph{Computer Law \& Security Review}}
  (\bibinfo{year}{2018}).
\newblock
\urldef\tempurl%
\url{https://doi.org/10.1016/j.clsr.2017.12.002}
\showDOI{\tempurl}


\bibitem[\protect\citeauthoryear{Veale, Kleek, and Binns}{Veale
  et~al\mbox{.}}{2018}]%
        {vealefairnessdesign2018}
\bibfield{author}{\bibinfo{person}{Michael Veale}, \bibinfo{person}{Max~Van
  Kleek}, {and} \bibinfo{person}{Reuben Binns}.}
  \bibinfo{year}{2018}\natexlab{}.
\newblock \showarticletitle{Fairness and Accountability Design Needs for
  Algorithmic Support in High-Stakes Public Sector Decision-Making}.
\newblock \bibinfo{journal}{\emph{CHI'18}} (\bibinfo{year}{2018}).
\newblock
\urldef\tempurl%
\url{https://doi.org/10.1145/3173574.3174014}
\showDOI{\tempurl}


\end{thebibliography}