Document/Term Matrix
This approach doesn’t work well
Problems:
- Word contexts too large
- Polysemy
Alternative Approaches
- Use Smaller Contexts
- Machine-Readable Dictionaries
- Local syntactic structure
- LSI (Latent Semantic Indexing)
- Find main themes within matrix