Creating Knowledge Graphs for Geographic Data on the Web

Elena Demidova, Alishiba Dsouza, Simon Gottschalk, Nicolas Tempelmeier, Ran Yu
2/17/2023
cs.AIcs.DBcs.IR

No official code found. Best implementation: NicolasTe/osm2kg (4 stars, last commit 2022-11-21).

Abstract

Geographic data plays an essential role in various Web, Semantic Web and machine learning applications. OpenStreetMap and knowledge graphs are critical complementary sources of geographic data on the Web. However, data veracity, the lack of integration of geographic and semantic characteristics, and incomplete representations substantially limit the data utility. Verification, enrichment and semantic representation are essential for making geographic data accessible for the Semantic Web and machine learning. This article describes recent approaches we developed to tackle these challenges.

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NicolasTe/osm2kgCommunity100%
43Java, TSQL3 years agoNOASSERTION

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Cite this paper

@article{demidova2023creating,
  title  = {Creating Knowledge Graphs for Geographic Data on the Web},
  author = {Elena Demidova and Alishiba Dsouza and Simon Gottschalk and Nicolas Tempelmeier and Ran Yu},
  year   = {2023},
  eprint = {2302.08823},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2302.08823v1}
}

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