Human‐centered explainable artificial intelligence: An Annual Review of Information Science and Technology (ARIST) paper
M Ridley - Journal of the Association for Information Science …, 2025 - Wiley Online Library
Explainability is central to trust and accountability in artificial intelligence (AI) applications.
The field of human‐centered explainable AI (HCXAI) arose as a response to mainstream …
The field of human‐centered explainable AI (HCXAI) arose as a response to mainstream …
A systematic review on fostering appropriate trust in Human-AI interaction: Trends, opportunities and challenges
Appropriate trust in Artificial Intelligence (AI) systems has rapidly become an important area
of focus for both researchers and practitioners. Various approaches have been used to …
of focus for both researchers and practitioners. Various approaches have been used to …
Understanding Contestability on the Margins: Implications for the Design of Algorithmic Decision-making in Public Services
Policymakers have established that the ability to contest decisions made by or with
algorithms is core to responsible artificial intelligence (AI). However, there has been a …
algorithms is core to responsible artificial intelligence (AI). However, there has been a …
Understanding Choice Independence and Error Types in Human-AI Collaboration
A Erlei, A Sharma, U Gadiraju - Proceedings of the CHI Conference on …, 2024 - dl.acm.org
The ability to make appropriate delegation decisions is an important prerequisite of effective
human-AI collaboration. Recent work, however, has shown that people struggle to evaluate …
human-AI collaboration. Recent work, however, has shown that people struggle to evaluate …
The survey on the dual nature of xAI challenges in intrusion detection and their potential for AI innovation
In the rapidly evolving domain of cybersecurity, the imperative for intrusion detection
systems is undeniable; yet, it is increasingly clear that to meet the ever-growing challenges …
systems is undeniable; yet, it is increasingly clear that to meet the ever-growing challenges …
Contestable AI needs Computational Argumentation
AI has become pervasive in recent years, but state-of-the-art approaches predominantly
neglect the need for AI systems to be contestable. Instead, contestability is advocated by AI …
neglect the need for AI systems to be contestable. Instead, contestability is advocated by AI …
Understanding Stakeholders' Perceptions and Needs Across the LLM Supply Chain
Explainability and transparency of AI systems are undeniably important, leading to several
research studies and tools addressing them. Existing works fall short of accounting for the …
research studies and tools addressing them. Existing works fall short of accounting for the …
From Stem to Stern: Contestability Along AI Value Chains
This workshop will grow and consolidate a community of interdisciplinary CSCW
researchers focusing on the topic of contestable AI. As an outcome of the workshop, we will …
researchers focusing on the topic of contestable AI. As an outcome of the workshop, we will …