Diagram and MicroSim Table¶
Total Visual Elements: 36 Diagrams: 8 MicroSims: 28
Summary by Difficulty¶
- Easy: 9
- Medium: 27
- Hard: 0
- Very Hard: 0
All Visual Elements¶
| Chapter | Element Title | Status | Type | Bloom Levels | UI Elements | Difficulty |
|---|---|---|---|---|---|---|
| 0 | Matrix × Graph Explorer | Implemented | Microsim | Understand | 5 | Medium |
| 1 | Graph Property Explorer | Implemented | Microsim | Apply | 3 | Medium |
| 2 | WL Color Refinement Simulator | Implemented | Microsim | Understand | 4 | Medium |
| 3 | PageRank Feedback Loops | Implemented | Diagram | Apply | 5 | Easy |
| 4 | node2vec Biased Random Walk Explorer | Implemented | Microsim | Apply | 7 | Medium |
| 5 | Label Propagation Step-by-Step Simulator | Implemented | Microsim | Analyze | 4 | Medium |
| 5 | SIR Epidemic Dynamics on Network Structures | Implemented | Microsim | Analyze | 5 | Medium |
| 6 | GCN Message Passing Visualizer | Implemented | Microsim | Understand | 3 | Medium |
| 6 | GNN Message Passing Feedback Dynamics | Implemented | Diagram | Analyze | 4 | Easy |
| 7 | GAT Attention Weight Visualizer | Implemented | Microsim | Apply | 2 | Medium |
| 7 | GNN Design Space Interactive Comparison | Implemented | Microsim | Create | 0 | Easy |
| 8 | Over-Smoothing Feedback Loop | Implemented | Diagram | Understand | 5 | Easy |
| 9 | WL Color Refinement Convergence — Causal Loop Diagram | Implemented | Diagram | Apply | 4 | Easy |
| 10 | GIN vs. GCN Expressiveness MicroSim | Implemented | Microsim | Understand | 4 | Medium |
| 11 | Graph Transformer Attention Heatmap | Implemented | Microsim | Analyze | 4 | Medium |
| 12 | TransE Geometry in 2D | Implemented | Microsim | Apply | 6 | Medium |
| 13 | Query Box Traversal | Implemented | Microsim | Analyze | 5 | Medium |
| 14 | Cross-KG Structure Transfer | Implemented | Microsim | Analyze | 4 | Medium |
| 15 | Typed Node and Edge Explorer | Implemented | Microsim | Apply | 6 | Medium |
| 16 | User-Item Graph with Multi-Hop Propagation Visualization | Implemented | Microsim | Apply | 3 | Medium |
| 17 | Relational Schema to Heterogeneous Graph | Implemented | Microsim | Understand | 3 | Medium |
| 18 | Girvan-Newman Step-by-Step on the Karate Club Graph | Implemented | Microsim | Understand | 3 | Medium |
| 18 | Louvain Two-Phase Iteration Explorer | Implemented | Microsim | Understand | 5 | Medium |
| 19 | Motif Z-Score Explorer | Implemented | Microsim | Understand | 3 | Medium |
| 19 | SPMiner Order Embedding Space | Implemented | Microsim | Understand | 2 | Medium |
| 20 | Neighbor Explosion Causal Loop Diagram | Implemented | Diagram | Analyze | 3 | Easy |
| 21 | Drug Discovery GNN Pipeline | Implemented | Microsim | Understand | 2 | Medium |
| 22 | Temporal Graph Memory Dynamics — Causal Loop Diagram | Implemented | Diagram | Understand | 3 | Easy |
| 23 | LLM+GNN Pipeline Explorer (Full Version) | Implemented | Microsim | Evaluate | 6 | Medium |
| 23 | LLM+GNN Pipeline — Text-to-Prediction | Implemented | Microsim | Understand | 4 | Medium |
| 24 | Contrastive Loss Surface Explorer | Implemented | Microsim | Apply | 4 | Medium |
| 24 | DGI vs. Contrastive Learning — Concept Map | Implemented | Diagram | Analyze | 1 | Easy |
| 24 | Graph Contrastive Learning — Two-View Pipeline | Implemented | Microsim | Create | 4 | Medium |
| 25 | Agent Graph Reasoning Loop — Causal Loop Diagram | Implemented | Diagram | Apply | 4 | Easy |
| 25 | Agent Tool-Use Graph — Interactive Planner | Implemented | Microsim | Understand | 2 | Medium |
| 26 | GNN Architecture Family Tree | Implemented | Microsim | Create | 2 | Medium |