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20142022
most citedFairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making

465 citations · 1.3k across the 19 of their papers we have counts for

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6 papers · 1 filter

cs.CY2021★ 15 cited

A Fait Accompli? An Empirical Study into the Absence of Consent to Third-Party Tracking in Android Apps

Konrad Kollnig, Reuben Binns, Pierre Dewitte +5

Third-party tracking allows companies to collect users' behavioural data and track their activity across digital devices. This can put deep insights into users' private lives into…

cs.CY2020★ 1 cited

Digitalization of COVID-19 pandemic management and cyber risk from connected systems

Petar Radanliev, David De Roure, Max Van Kleek

What makes cyber risks arising from connected systems challenging during the management of a pandemic? Assuming that a variety of cyber-physical systems are already operational-col…

cs.CY2018★ 2 cited

"So, Tell Me What Users Want, What They Really, Really Want!"

Ulrik Lyngs, Reuben Binns, Max Van Kleek +1

Equating users' true needs and desires with behavioural measures of 'engagement' is problematic. However, good metrics of 'true preferences' are difficult to define, as cognitive b…

cs.CY2018

Measuring third party tracker power across web and mobile

Reuben Binns, Jun Zhao, Max Van Kleek +1

Third-party networks collect vast amounts of data about users via web sites and mobile applications. Consolidations among tracker companies can significantly increase their individ…

cs.CY2018★ 465 cited

Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making

Michael Veale, Max Van Kleek, Reuben Binns

Calls for heightened consideration of fairness and accountability in algorithmically-informed public decisions---like taxation, justice, and child protection---are now commonplace.…

cs.CY2017★ 78 cited

Like trainer, like bot? Inheritance of bias in algorithmic content moderation

Reuben Binns, Michael Veale, Max Van Kleek +1

The internet has become a central medium through which `networked publics' express their opinions and engage in debate. Offensive comments and personal attacks can inhibit particip…