Author

J. Rulff

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Jul 2026

UrbanTrace: LLM-Assisted Discovery and Semantics-Aware Integration of Spatial Data

This work presents UrbanTrace, a visual analytics system that transforms manual spatial data-wrangling into a transparent, node-based collaborative workflow with context-aware AI agents, and demonstrates that UrbanTrace turns spatial aggregation sensitivity from a methodological burden into an exploratory visual asset.

Sonia Castelo, Eden Wu, J. Rulff et al. · arXiv.org · 0 citations