Developing a new similarity measure from two different perspectives

@article{Zhang2001DevelopingAN,
  title={Developing a new similarity measure from two different perspectives},
  author={Jin Zhang and Edie M. Rasmussen},
  journal={Inf. Process. Manage.},
  year={2001},
  volume={37},
  pages={279-294}
}
In this paper two distinct similarity measures in a document vector space, the distance-based and anglebased similarity measures, are compared, and a newly developed similarity measure based upon both the distance and angle strengths of two compared objects is presented. The concept of the iso-extent contour, which facilitates the understanding of the nature of the newly developed similarity measure, is introduced. The three di€erent similarity measures are compared and the properties of the… CONTINUE READING
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