MCS System: Self-Adjustment for Enhanced Link Prediction

The Self-adjustment component autonomously handles the intricate modifications that initiate the knowledge graph construction in the MCS system. It automatically updates the entity embeddings and analyzes potential connections between nodes by utilizing filtered paths derived from the knowledge graph crafted through macro changes made during the self-configuration session. During Self-adjustment, changes take place in each node embedding update, and these micro changes decisively impact the ultimate link prediction outcomes. Ultimately, the Link prediction module accurately predicts the level of compatibility between the user and the task.