PROCESSING GRAPHS USING GRAPH PATTERNS
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United States of America Patent
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Issued Date -
Oct 3, 2024
app pub date -
Apr 3, 2023
filing date -
Apr 3, 2023
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Abstract
In an approach, a processor identifies subgraphs of predefined patterns in a first graph, the first graph: (i) representing a specific ontology and (ii) comprising nodes representing first entities and first edges representing relationships between the first entities. A processor represents the identified subgraphs by respective second graphs, thereby forming multi-relational graphs, each second graph comprising nodes representing second entities and second edges representing relationships between the second entities, where: the second entities are the respective nodes of the first graph; and each second edge indicates that the two second entities linked by the second edge are part of a pattern of the predefined patterns. A processor inputs the multi-relational graphs to a multi-relational graph neural network for generating output in accordance with the specific ontology. A processor provides the output.
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