Why Tree Structures Limit Math Knowledge Graphs and How Network Thinking Helps
The article examines the shortcomings of using hierarchical tree models for K‑12 math knowledge graphs and proposes a network‑based graph approach that better captures cross‑topic relationships, supports flexible learning paths, and combines the strengths of both structures for richer educational design.
