Subgraph pattern matching over uncertain graphs with identity linkage uncertainty

  title={Subgraph pattern matching over uncertain graphs with identity linkage uncertainty},
  author={Walaa Eldin Moustafa and Angelika Kimmig and Amol Deshpande and Lise Getoor},
  journal={2014 IEEE 30th International Conference on Data Engineering},
There is a growing need for methods that can represent and query uncertain graphs. These uncertain graphs are often the result of an information extraction and integration system that attempts to extract an entity graph or a knowledge graph from multiple unstructured sources [25], [7]. Such an integration typically leads to identity uncertainty, as different data sources may use different references to the same underlying real-world entities. Integration usually also introduces additional… CONTINUE READING
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