The Zipfian Distributions on Term x Document Matrix


KARAOĞLAN B. , ASLAN S. , KARAYER E.

1st International Conference on Analysis and Applied Mathematics (ICAAM), Gümüşhane, Türkiye, 18 - 21 Ekim 2012, cilt.1470, ss.247-250

  • Cilt numarası: 1470
  • Doi Numarası: 10.1063/1.4747687
  • Basıldığı Şehir: Gümüşhane
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayısı: ss.247-250

Özet

In this study we show empirically on a Turkish corpus that Zipf's power laws relating frequencies of words to rank, vocabulary and number of meanings can also be derived from term x document analysis. This supports the idea put forward by Ding that Zipfian distributions and SVD carry similar hidden (latent) semantics.