Ontology-aware partitioning for knowledge graph identification

  title={Ontology-aware partitioning for knowledge graph identification},
  author={J. Pujara and H. Miao and L. Getoor and William W. Cohen},
  booktitle={AKBC '13},
  • J. Pujara, H. Miao, +1 author William W. Cohen
  • Published in AKBC '13 2013
  • Computer Science
  • Knowledge graphs provide a powerful representation of entities and the relationships between them, but automatically constructing such graphs from noisy extractions presents numerous challenges. Knowledge graph identification (KGI) is a technique for knowledge graph construction that jointly reasons about entities, attributes and relations in the presence of uncertain inputs and ontological constraints. Although knowledge graph identification shows promise scaling to knowledge graphs built from… CONTINUE READING
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