GeoRDF2Vec – Learning Location-Aware Entity Representations in Knowledge Graphs arXiv:2504.17099v1 [cs.LG] 23 Apr 2025 Many large knowledge graphs not only encode relational information between entities but also capture the geographic geometries of some or all of these entities. Prominent knowledge graphs such as DBpedia [17], YAGO [24], and Wikidata [32] contain geographic information on entities like places and buildings. Additionally, dedicated geographic knowledge graphs, such as KnowWhereGraph [14], WorldKG [8], and OSMh3KG [3], explicitly model geographic relationships. Exemplos de SKG 3. Böckling, M., Paulheim, H., Detzler, S.: A Planet Scale Spatial-Temporal Knowledge Graph Based On OpenStreetMap And H3 Grid. In: Geospatial Linked Data Workshop. arXiv (2024) 8. Dsouza, A., Tempelmeier, N., Yu, R., Gottschalk, S., Demidova, E.: WorldKG: A World-Scale Geographic Knowledge Graph. In: Proceedings of the 30th ACM International Conference on Information & Knowledge Mana...