Friday, February 1, 2013

Modeling


I listed the following comparisons as  my note for classic modeling.

Boolean Model


  • Advantages:


  1. Allows for logic 
  2. Provides all that has been matched


  • Disadvantages 


  1. Has no particular order of output
  2. Treats all retrievals equally from the most to least relevant ones
  3. Often requires examination of large output



Vector Model:

  • Advantages:


  1. Returns ranked retrieval 
  2. Terms are weighted by importance
  3. Partial matches


  • Disadvantages 


  1. Assumes terms are independent
  2. 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? 

No comments:

Post a Comment