Can requirements engineering support explainable artificial intelligence? Towards a user-centric approach for explainability requirements

UE Habiba, J Bogner, S Wagner - 2022 IEEE 30th International …, 2022 - ieeexplore.ieee.org
With the recent proliferation of artificial intelligence systems, there has been a surge in the
demand for explainability of these systems. Explanations help to reduce system opacity …

Navigating the Job-Seeking Journey: Challenges and Opportunities for Digital Employment Support in Kashmir

AS Wani, I Joshi, P Singh - Proceedings of the ACM on Human …, 2024 - dl.acm.org
The issue of youth unemployment is a global concern, with active initiatives, policies, and
technologies in place to support employment seekers. Despite these efforts, youth …

[图书][B] Augmentation technologies and artificial intelligence in technical communication: Designing ethical futures

AH Duin, I Pedersen - 2023 - taylorfrancis.com
This book enables readers to interrogate the technical, rhetorical, theoretical, and socio-
ethical challenges and opportunities involved in the development and adoption of …

Affective design analysis of explainable artificial intelligence (xAI): a user-centric perspective

E Bernardo, R Seva - Informatics, 2023 - mdpi.com
Explainable Artificial Intelligence (XAI) has successfully solved the black box paradox of
Artificial Intelligence (AI). By providing human-level insights on AI, it allowed users to …

Morexai-a model to reason about the explanation design in ai systems

N de Oliveira Carvalho, A Libório Sampaio… - … Conference on Human …, 2022 - Springer
The interest in systems that use machine learning has been growing in recent years. Some
algorithms implemented in these intelligent systems hide their fundamental assumptions …

Can Requirements Engineering Support Explainable Artificial Intelligence? Towards a User-Centric Approach for Explainability Requirements

J Bogner, S Wagner - arXiv preprint arXiv:2206.01507, 2022 - arxiv.org
With the recent proliferation of artificial intelligence systems, there has been a surge in the
demand for explainability of these systems. Explanations help to reduce system opacity …

[PDF][PDF] Explainable AI for the Arts

N Bryan-Kinns - 2023 - ualresearchonline.arts.ac.uk
The Arts offer a complex and demanding domain in which to undertake AI and Explainable
AI (XAI) research with substantially lower life-critical risks than domains such as health …

[PDF][PDF] Conversational explanations of Machine Learning models using chatbots

M Kuźba - researchgate.net
Recently we have seen a rising number of methods in eXplainable Artificial Intelligence
(XAI). To our surprise, their development is driven by model developers rather than a study …