I-GUIDE VCO: Pursuing Ethical Geospatial Data Science and AI: The I-GUIDE Data Ethics Toolkit

Pursuing Ethical Geospatial Data Science and AI: The I-GUIDE Data Ethics Toolkit

December 17, 2025 11:00 am (Central Time)

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Abstract

Addressing ethical challenges in geospatial data science and AI is important to ensure that research used to inform policy- and decision-making is fair, beneficial, minimally risky, and accountable, to affected communities; to build and maintain public trust in geospatial data science and AI; and to ensure compliance with relevant regulations, standards, and journal and funding agency policies.

This hands-on session will allow you to explore tools from the I-GUIDE Data Ethics Toolkit, designed to make geospatial data science and AI research more ethical, transparent, and reproducible. Tools exist for generating model and dataset documentation, documenting uncertainty, and project management. You will be guided how to identify whether your research is high-, medium- or low-risk, and how to choose and use tools appropriate to the level of risk.

Speakers

Peter Darch

Peter Darch

University of Illinois Urbana-Champaign

Peter Darch is Data Ethics lead within I-GUIDE, where he has lead a team developing solutions to promote ethical and responsible research practice. An Associate Professor in the School of Information Sciences, his research focuses on studying work and information management practices within large research organizations. He holds a doctoral degree in Computer Science and an undergraduate degree in Mathematics, both from the University of Oxford, UK, and a masters in the History and Philosophy of Science and Medicine from the University of Durham, UK.

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