konstantinos-plas
Konstantinos Plas
PhD student (NKUA) & Academic fellow
National and Kapodistrian University of Athens

Kostas primary research focus lies in the realms of Databases, Geospatial Information Systems, and the Semantic Web.

PhD research on "LLM Spatial Reasoning and Optimizations in Geospatial RDF Stores"
Abstract: We study how optimizations in triple stores and geospatial knowledge graphs impact large language model performance in tasks such as augmented retrieval and question answering. Our approach leverages techniques including LLM-driven knowledge graph summarization, view materialization, and the construction of “cleaner”, more efficient geospatial knowledge graphs.

 
 

The project “ARCHIMEDES Unit: Research in Artificial Intelligence, Data Science and Algorithms” with code OPS 5154714 is implemented by the National Recovery and Resilience Plan “Greece 2.0” and is funded by the European Union – NextGenerationEU.

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