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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Holger Hoffmann

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Review Open access Aug 2026

Towards Perception‐Oriented Digital Participation in Urban Planning: A PRISMA‐Guided Scoping Review

Citizen participation is increasingly supported by digital tools, yet many existing participation formats prioritise static visualisation and offer limited insight into how pedestrians perceive and evaluate dynamic traffic situations. This is particularly relevant for vehicle speed perception, which shapes perceived sa...

Adelina Berkemeier, Holger Hoffmann, A. Bullinger · 0 citations

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