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cs.AI2025
gpuRDF2vec -- Scalable GPU-based RDF2vec
Martin Böckling, Heiko Paulheim
Generating Knowledge Graph (KG) embeddings at web scale remains challenging. Among existing techniques, RDF2vec combines effectiveness with strong scalability. We present gpuRDF2ve…
cs.AI2024
A Planet Scale Spatial-Temporal Knowledge Graph Based On OpenStreetMap And H3 Grid
Martin Böckling, Heiko Paulheim, Sarah Detzler
Geospatial data plays a central role in modeling our world, for which OpenStreetMap (OSM) provides a rich source of such data. While often spatial data is represented in a tabular…