James Eagan
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View article: MyWebstrates: Webstrates as Local-first Software
MyWebstrates: Webstrates as Local-first Software Open
Webstrates are web substrates, a practical realization of shareable dynamic media under which distributability, shareability, and malleability are fundamental software principles. Webstrates blur the distinction between application and doc…
View article: AI is Entering Regulated Territory: Understanding the Supervisors' Perspective for Model Justifiability in Financial Crime Detection
AI is Entering Regulated Territory: Understanding the Supervisors' Perspective for Model Justifiability in Financial Crime Detection Open
International audience
View article: Questioning the ability of feature-based explanations to empower non-experts in robo-advised financial decision-making
Questioning the ability of feature-based explanations to empower non-experts in robo-advised financial decision-making Open
International audience
View article: On Selective, Mutable and Dialogic XAI: a Review of What Users Say about Different Types of Interactive Explanations
On Selective, Mutable and Dialogic XAI: a Review of What Users Say about Different Types of Interactive Explanations Open
International audience
View article: Between Principle and Pragmatism: Reflections on Prototyping Computational Media with Webstrates
Between Principle and Pragmatism: Reflections on Prototyping Computational Media with Webstrates Open
Computational media describes a vision of software, which, in contrast to application-centric software, is (1) malleable, so users can modify existing functionality, (2) computable, so users can run custom code, (3) distributable, so users…
View article: How Cognitive Biases Affect XAI-assisted Decision-making
How Cognitive Biases Affect XAI-assisted Decision-making Open
International audience
View article: ADQDA
ADQDA Open
Affinity diagramming is widely applied to analyze qualitative data such as interview transcripts. It involves multiple analytic processes and is often performed collaboratively. Drawing on interviews with three practitioners and upon our o…
View article: Flexible and Context-Specific AI Explainability: A Multidisciplinary Approach
Flexible and Context-Specific AI Explainability: A Multidisciplinary Approach Open
The recent enthusiasm for artificial intelligence (AI) is due principally to advances in deep learning. Deep learning methods are remarkably accurate, but also opaque, which limits their potential use in safety-critical applications. To ac…
View article: Making sense of data workers’ sense making practices
Making sense of data workers’ sense making practices Open
Data workers are non-professional data scientists who engage in data analysis activities as part of their daily work. In this position paper, we draw on our past experience in studying their data analysis processes and workflows, and the t…
View article: Understanding the Role of Alternatives in Data Analysis Practices
Understanding the Role of Alternatives in Data Analysis Practices Open
Data workers are people who perform data analysis activities as a part of their daily work but do not formally identify as data scientists. They come from various domains and often need to explore diverse sets of hypotheses and theories, a…
View article: Understanding alternatives in data analysis activities
Understanding alternatives in data analysis activities Open
Data workers are non-professional data scientists who engage in data analysis activities as part of their daily work. In this position paper, we share past and on-going work to understand data workers’ sense-making practices. We use multid…
View article: Malleable User Interface Toolkits for Cross-Surface Interaction
Malleable User Interface Toolkits for Cross-Surface Interaction Open
International audience
View article: How Data Workers Cope with Uncertainty
How Data Workers Cope with Uncertainty Open
Uncertainty plays an important and complex role in data analysis, where the goal is to find pertinent patterns, build robust models, and support decision making. While these endeavours are often associated with professional data scientists…
View article: Webstrates for the Future Web
Webstrates for the Future Web Open
International audience
View article: Impact of Motorized Projection Guidance on Spatial Memory
Impact of Motorized Projection Guidance on Spatial Memory Open
International audience
View article: Human-oriented Infrastructures for Multi-surface Environments
Human-oriented Infrastructures for Multi-surface Environments Open
International audience
View article: Webstrates
Webstrates Open
International audience
View article: Eliciting Strategies and Tasks in Uncertainty-Aware Data Analytics
Eliciting Strategies and Tasks in Uncertainty-Aware Data Analytics Open
Uncertainty plays an important and complex role in data analysis and affects many domains. To understand how domain experts analyse data under uncertainty and the tasks they engage in, we conducted a qualitative user study with 12 particip…