• Anglický jazyk

Effective Pattern Discovery for Text Mining

Autor: Kartik Nikam

Text mining is the technique that helps users find useful information from a large amount of digital text data. It is therefore crucial that a good text mining model should retrieve the information that users require with relevant efficiency.Most text mining... Viac o knihe

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40.68 €

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O knihe

Text mining is the technique that helps users find useful information from a large amount of digital text data. It is therefore crucial that a good text mining model should retrieve the information that users require with relevant efficiency.Most text mining methods use the keyword-based approaches, whereas others choose the phrase technique to construct a text representation for a set of documents. It is believed that the phrase-based approaches should perform better than the keyword-based ones as it is considered that more information is carried by a phrase than by a single term. Based on this hypothesis, Lewis conducted several experiments using phrasal indexing language on a text categorization task. Ironically, the results showed that the phrase-based indexing language was not superior to the word-based one. Although phrases carry less ambiguous and more succinct meanings than Individual words.

  • Vydavateľstvo: LAP LAMBERT Academic Publishing
  • Rok vydania: 2022
  • Formát: Paperback
  • Rozmer: 220 x 150 mm
  • Jazyk: Anglický jazyk
  • ISBN: 9786205488225

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