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Ruixiang Liu

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#large language models Open access Sep 2026

Towards intelligent geospatial data discovery: a knowledge graph-driven multi-agent framework powered by large language models

The rapid growth in the volume, variety, and velocity of geospatial data has created data ecosystems that are highly distributed, heterogeneous, and semantically inconsistent. Existing data catalogs, portals, and infrastructures rely largely on keyword-based search with limited semantic support, which often fails to ca...

Ruixiang Liu, Zhenlong Li, Ali Khosravi Kazazi · 0 citations

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