What makes an algorithmic system trustworthy?

FairAlgosIn an age of ubiquitous data collecting, analysis and processing, what determines the trustworthiness and perceived ‘fairness’ of a system that heavily relies on algorithms?

Over the last couple of weeks, Facebook has repeatedly had to defend itself against criticism about the way in which it makes editorial decisions when selecting stories that will appear on its ‘Trending Topics’ and ‘News Feed’.

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