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LASEK: LLM-Assisted Style Exploration Kit for Geospatial Data
Summary: LASEK leverages LLMs to automatically pick salient attributes and translate data-distribution signals into map styling choices (color/encodings) for large-scale spatio-temporal geospatial datasets. It reduces manual tuning and provides data-driven justifications for style decisions.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 14175
- Venue
- VLDB
- Year
- 2025
- Pagerank
- 4.1945683e-05
- Overall Rank
- 10,831 | 24.66%
- DOI
-
10.14778/3750601.3750690
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