… reasons why the tool has made … explainable and actionable RE tools increase their acceptance
in practice and facilitate their integration in a semi-automated RE process, where tools do …

… An explainable RE tool is able to provide rationales or indication for the decisions that it …
argue that RE tools should also provide actionable results. A result is actionable if the tool can …

… Toward addressing these needs, we introduce AI … for the space of possibilities and tools
that bridge the gap from … the goal of providing accessible resources on explainability to non-…

… towards designing more human-centred algorithmic systems by demonstrating the tool’s …
We want actionable information to be relevant to the recipient and the specific circumstances. …

… Toward this end, we make use of a programming interface that is similar to popular Python
model development tools (… the goal of providing accessible resources on explainability to non-…

… and the algorithms to achieve them, these tools have faced difficulties in being transferred to
… R 2 (Explainable Explorative Reidentification Risk), a data anonymization tool for the laymen…

… This implies that the application of our restructuring approach to this example will significantly
reduce the influence on a3 on the explanation but preserve the influence of a4 and a5. …

… tools and techniques (instead of focusing on one single aspect of XAI), to cover different
aspects of XAI techniques such as visualization tools and tools … Our cogitations toward the future …

… for the design of explainability tools and the … towards explaining singular decisions. A
commonality in model-agnostic explanation tools is that, to construct explanations, most of the tools …

… knowledge required to fully utilise the explainability power of a … as a “standard reporting
tool” could undermine its adoption … towards a coherent list of properties desired of explainable …