4 citations · 8 across the 10 of their papers we have counts for
4 papers · 1 filter
The Impact of Cloaking Digital Footprints on User Privacy and Personalization
Sofie Goethals, Sandra Matz, Foster Provost +2
Our online lives generate a wealth of behavioral records -'digital footprints'- which are stored and leveraged by technology platforms. This data can be used to create value for us…
Manipulation Risks in Explainable AI: The Implications of the Disagreement Problem
Sofie Goethals, David Martens, Theodoros Evgeniou
Artificial Intelligence (AI) systems are increasingly used in high-stakes domains of our life, increasing the need to explain these decisions and to make sure that they are aligned…
Unveiling the Potential of Counterfactuals Explanations in Employability
Raphael Mazzine Barbosa de Oliveira, Sofie Goethals, Dieter Brughmans +1
In eXplainable Artificial Intelligence (XAI), counterfactual explanations are known to give simple, short, and comprehensible justifications for complex model decisions. However, w…
Monetizing Explainable AI: A Double-edged Sword
Travis Greene, Sofie Goethals, David Martens +1
Algorithms used by organizations increasingly wield power in society as they decide the allocation of key resources and basic goods. In order to promote fairer, juster, and more tr…