9 citations · 10 across the 4 of their papers we have counts for
4 papers
Parajudica: An RDF-Based Reasoner and Metamodel for Multi-Framework Context-Dependent Data Compliance Assessments
Luc Moreau, Alfred Rossi, Sophie Stalla-Bourdillon
Motivated by the challenges of implementing policy-based data access control (PBAC) under multiple simultaneously applicable compliance frameworks, we present Parajudica, an open,…
A Methodology and Software Architecture to Support Explainability-by-Design
Trung Dong Huynh, Niko Tsakalakis, Ayah Helal +2
Algorithms play a crucial role in many technological systems that control or affect various aspects of our lives. As a result, providing explanations for their decisions to address…
A taxonomy of explanations to support Explainability-by-Design
Niko Tsakalakis, Sophie Stalla-Bourdillon, Trung Dong Huynh +1
As automated decision-making solutions are increasingly applied to all aspects of everyday life, capabilities to generate meaningful explanations for a variety of stakeholders (i.e…
Observing and Recommending from a Social Web with Biases
Steffen Staab, Sophie Stalla-Bourdillon, Laura Carmichael
The research question this report addresses is: how, and to what extent, those directly involved with the design, development and employment of a specific black box algorithm can b…