Exploitable Result 3: Dynamic Knowledge Graph Engine

Summary

The University of Mannheim provides a novel extension for well-established triple store frameworks that allows for dynamic knowledge graph embeddings based on an automatic synchronisation mechanism.

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Besides addressing the current lack of dynamic knowledge graph embedding methods, the partner’s work also includes a lean updating approach to efficiently recognize knowledge graph modifications. 

Knowledge graph embeddings can be computed on the fly to use them in downstream applications within dynamic domains such as manufacturing.