wiki:en/TextCharacteristics

Text Characteristics

Keyword extraction

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Definition Words used to characterise the contents of a document.

Method Select words that appear with statistically unusual frequency in a text

Applications

  • Text classification (topic, spam)
  • Search Engine Optimisation (SEO)
  • Text filtering (job advertising, RSS)
  • Text summarization
  • Text clustering and reorganization

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Communication Pattern Analysis

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Motivation

  • Analysis of personality traits using author’s verbal style
  • Optimize communication strategies
  • Behaviour prediction

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Author’s traits

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Problem Definition

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Author Writeprint/Stylom

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Authorship Verification

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Machine learning approach

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Accuracy

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Conclusions

Keyword Extraction A Brief representation of the content of a document.

Communication Pattern Analysis An analysis of personality traits.

Authorship Recognition An uncovering authorship of anonymous texts.

Last modified 6 years ago Last modified on Jun 5, 2014 2:29:46 PM

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