Feature-Based Filtering: Analyzing Documents for Relevant Keywords

SMART algorithm (Salton, Cornell, ‘69):

• remove stop words

• stem other words

• compute ratio:

  frequency of word in this document
  
  average frequency of word in all documents

• pick n words with highest ratios as the representation of the document

Previous slide

Next slide

Back to first slide

View graphic version