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Making Sense of Knowledge Intensive Processes: an Oil & Gas Industry Scenario
The sensemaking of a group is influenced by the abduction process of each person about the experience.
Human-AI Co-Creation Approach to Find Forever Chemicals Replacements
Generative models are a powerful tool in AI for material discovery.
Toward Human-AI Co-creation to Accelerate Material Discovery
There is an increasing need in our society to achieve faster advances in Science to tackle urgent problems, such as climate changes, environmental hazards, sustainable energy systems, pandemics, among others.
Designer-User Communication for XAI: An epistemological approach to discuss XAI design
We experiment with its use for the discussion of a healthcare AI-System.
The human-AI relationship in decision-making: AI explanation to support people on justifying their decisions
The explanation dimension of Artificial Intelligence (AI) based system has been a hot topic for the past years.
Evidence-based explanation to promote fairness in AI systems
In order to explain their decisions with AI support, people need to understand how AI is part of that decision.
Do ML Experts Discuss Explainability for AI Systems? A discussion case in the industry for a domain-specific solution
Domain specialists have an understanding of the data and how it can impact their decisions.
