Fig. 4: Overview of the proposed collaborative post-processing method leveraging embedding similarity. | npj Advanced Manufacturing

Fig. 4: Overview of the proposed collaborative post-processing method leveraging embedding similarity.

From: MetalMind: A knowledge graph-driven human-centric knowledge system for metal additive manufacturing

Fig. 4: Overview of the proposed collaborative post-processing method leveraging embedding similarity.

a Coreference resolution within the system illustrates the process of identifying and resolving referential ambiguities using embedding similarity. (i) The framework of the proposed collaborative node review system. (ii) An example illustrating the underlying principle. b A 2D visualization of node embedding distributions. (i) PCA and K-means clustering represent the embeddings based on their similarities. (ii) A histogram depicting the distances between data points and their respective centroids.

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