How Compass Understands Your Interests
Every piece of content is analyzed across
6 dimensions
Topic,
Skill,
Concept,
Industry,
Tool, and
Goal.
Each tag is weighted by relevance, creating a multi-dimensional
fingerprint of your learning preferences.
What you're learning about
Practical abilities you're building
Core ideas and principles you understand
Sectors where you apply knowledge
Technologies and platforms you use
What you're aiming to achieve
How Your Match Score is Calculated
Every recommendation uses a weighted formula combining your tag affinities with difficulty alignment
Content Affinity
6 dimensional semantic match to your profile
Experience Fit
Content difficulty matches your level
Interest Boost
Recent activity and goal alignment amplify relevance
Final Match Score
Learning Outcomes
Matched to Bloom's Taxonomy levels
Real Problems
Tagged by practical challenges you can solve
Your Goals
Aligned with career and learning objectives