

Create a clear, concise flowchart in English showing Temporal Health Knowledge Graph construction. Include these steps with minimal text: 1. Candidate Filtering: Select historical nodes within time window W (12-24 weeks) 2. Similarity Calculation: Compute Sim(N_i, N_t) = λ·DataSim + (1-λ)·ContentSim DataSim: α·TrendSim (cosine of 1st derivatives) + (1-α)·MagnitudeSim (scaled Euclidean) ContentSim: Cosine similarity of semantic embeddings 3. Neighbor Selection: Pick K nodes with lowest similarity scores 4. Edge Weighting: Assign weights w_ij = (1/Sim) / Σ(1/Sim), normalized Use arrows for flow direction. Prioritize visual clarity, high resolution, and professional layout. No decorative elements.
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