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Documents as vectors

  • So we have a |V|-dimensional vector space

  • Terms are axes of the space

  • Documents are points or vectors in this space

  • Very high-dimensional: tens of millions of dimensions when you apply this to a web search engine

  • These are very sparse vectors - most entries are zero.


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