5 citations · 20 across the 9 of their papers we have counts for
4 papers · 1 filter
The human-AI relationship in decision-making: AI explanation to support people on justifying their decisions
Juliana Jansen Ferreira, Mateus Monteiro
The explanation dimension of Artificial Intelligence (AI) based system has been a hot topic for the past years. Different communities have raised concerns about the increasing pres…
Evidence-based explanation to promote fairness in AI systems
Juliana Jansen Ferreira, Mateus de Souza Monteiro
As Artificial Intelligence (AI) technology gets more intertwined with every system, people are using AI to make decisions on their everyday activities. In simple contexts, such as…
Do ML Experts Discuss Explainability for AI Systems? A discussion case in the industry for a domain-specific solution
Juliana Jansen Ferreira, Mateus de Souza Monteiro
The application of Artificial Intelligence (AI) tools in different domains are becoming mandatory for all companies wishing to excel in their industries. One major challenge for a…
SigniFYI-CDN: merged communicability and usability methods to evaluate notation-intensive interaction
Juliana Soares Jansen Ferreira, Clarisse Sieckenius de Souza, Rafael Rossi de Mello Brandão +1
We present SigniFYI-CDN, an inspection method built from previously proposed methods combining Semiotic Engineering and the Cognitive Dimensions of Notations. Compared to its prede…