I listed the following comparisons as my note for classic modeling.
Boolean Model
- Advantages:
- Allows for logic
- Provides all that has been matched
- Disadvantages
- Has no particular order of output
- Treats all retrievals equally from the most to least relevant ones
- Often requires examination of large output
Vector Model:
- Advantages:
- Returns ranked retrieval
- Terms are weighted by importance
- Partial matches
- Disadvantages
- Assumes terms are independent
- Weighting is intuitive, but not very formal
My question for vector model is that it's really hard to make sense how 10% relevant to query conveys less meaningful information for resolving queried information problem than a 40% relevant one? Do they have clear difference in terms of fulfilling the query need?
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