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Achieving a Recall@1 of 0.9087, PCA-GAT reveals that integrating domain constraints significantly enhances machining process recommendations, even in sparse data scenarios.
A single high-quality item-item graph can significantly boost multimodal recommendation performance, especially in challenging cold-start situations.
