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GeoRDF2vec — Learning Location-Aware Entity Representations in Knowledge Graphs

Published on 2025-06-031 Views License

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GeoRDF2Vec Learning Location-Aware Entity Representations in Knowledge Graphs00:00
Introduction00:14
Introduction00:32
Introduction00:59
Background01:43
Motivation for GeoRDF2Vec02:42
Background03:53
Spatial Weighting of Graph Walks05:36
Spatial Weighting of Graph Walks06:01
Spatial Weighting of Graph Walks06:19
Spatial Weighting of Graph Walks06:41
Spatial Weighting of Graph Walks06:52
Spatial Weighting of Graph Walks07:23
Spatial Weighting of Graph Walks08:30
Evaluation results10:34
Evaluation results12:41
Evaluation results13:25
Evaluation results14:40
Evaluation results14:58
Conclusion and Outlook15:19
Thank you!15:42