Sunday, August 3, 2008

SIMILARITY MATRIX

A similarity matrix, a type of geovisualization, is a matrix of scores which express the similarity between two data points. Similarity matrices are used in sequence alignment. Higher scores are given to more-similar characters, and lower or negative scores for dissimilar characters.

This image is a similarity matrix of the song by the Beatles, “Hey Jude”. This Similarity Matrix was designed to show the repetition parts. Noted observations are:
  • The "deep blue" part along the off-diagonal lines of similarity matrix represents repeating parts.
  • The chorus is easier to detect from the similarity matrix than the verse.
  • The dissimilar part between very similar parts is usually instrument playing without vocal sounds.

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