86 citations · 370 across the 27 of their papers we have counts for
7 papers · 1 filter
WorldKG: A World-Scale Geographic Knowledge Graph
Alishiba Dsouza, Nicolas Tempelmeier, Ran Yu +2
OpenStreetMap is a rich source of openly available geographic information. However, the representation of geographic entities, e.g., buildings, mountains, and cities, within OpenSt…
Visually Connecting Historical Figures Through Event Knowledge Graphs
Shahid Latif, Shivam Agarwal, Simon Gottschalk +7
Knowledge graphs store information about historical figures and their relationships indirectly through shared events. We developed a visualization system, VisKonnect, for analyzing…
GeoVectors: A Linked Open Corpus of OpenStreetMap Embeddings on World Scale
Nicolas Tempelmeier, Simon Gottschalk, Elena Demidova
OpenStreetMap (OSM) is currently the richest publicly available information source on geographic entities (e.g., buildings and roads) worldwide. However, using OSM entities in mach…
Deep Information Fusion for Electric Vehicle Charging Station Occupancy Forecasting
Ashutosh Sao, Nicolas Tempelmeier, Elena Demidova
With an increasing number of electric vehicles, the accurate forecasting of charging station occupation is crucial to enable reliable vehicle charging. This paper introduces a nove…
An Adaptive Clustering Approach for Accident Prediction
Rajjat Dadwal, Thorben Funke, Elena Demidova
Traffic accident prediction is a crucial task in the mobility domain. State-of-the-art accident prediction approaches are based on static and uniform grid-based geospatial aggregat…
Towards Neural Schema Alignment for OpenStreetMap and Knowledge Graphs
Alishiba Dsouza, Nicolas Tempelmeier, Elena Demidova
OpenStreetMap (OSM) is one of the richest openly available sources of volunteered geographic information. Although OSM includes various geographical entities, their descriptions ar…
Mining Topological Dependencies of Recurrent Congestion in Road Networks
Nicolas Tempelmeier, Udo Feuerhake, Oskar Wage +1
The discovery of spatio-temporal dependencies within urban road networks that cause Recurrent Congestion (RC) patterns is crucial for numerous real-world applications, including ur…