Learning Graph¶
Interactive visualization of 270 interconnected OMS concepts across 14 clinical categories.
Foundational concepts appear on the left with no prerequisites. Advanced concepts on the right require mastery of all upstream dependencies. Click a node for details. Double-click to highlight its connections. Search to filter.
Course Description¶
We use the Course Description as the source document for the concepts that are included in this course. The course description uses the 2001 Bloom taxonomy to order learning objectives.
List of Concepts¶
The textbook contains 270 Concepts organized across 14 taxonomy categories covering clinical surgery, surgical technology, practice operations, and professional development.
Concept Dependency List¶
The learning graph is a Directed Acyclic Graph (DAG) with 270 nodes and 457 edges. We provide the DAG in two formats: a CSV file and a JSON file that uses the vis-network JavaScript library format.
Analysis & Documentation¶
Course Description Quality Assessment¶
- Quality score: 96/100
- All six Bloom's Taxonomy levels represented with 5+ outcomes each
- 20 chapters covering full-scope OMS practice
View the Course Description Quality Assessment
Learning Graph Quality Validation¶
- Graph structure validation - all concepts connected
- DAG validation (no cycles detected)
- 29 foundational entry points
- Indegree distribution analysis
- Longest dependency chains
View the Learning Graph Quality Validation
Concept Taxonomy¶
14 categories organizing the 270 concepts by clinical and operational domain:
- Anatomy, Imaging, Anesthesia, Pharmacology
- Dentoalveolar, Implants, Trauma, Orthognathic, TMJ, Pathology
- Advanced Clinical, Surgical Technology, Practice Operations, Frontiers
Taxonomy Distribution¶
Statistical breakdown of concepts by category with balance verification.