• DocumentCode
    2031438
  • Title

    Authorship analysis based on metrics

  • Author

    Yuntao Zhang ; Ling Gong ; Yongcheng Wang

  • Author_Institution
    Shanghai Jiaotong University
  • fYear
    2002
  • fDate
    19-19 June 2002
  • Firstpage
    199
  • Lastpage
    199
  • Abstract
    Summary form only given, as follows. Authorship analysis is to identify the authors of texts by genre, attributions, features and traits that are unique for a particular author. Another related issue of authorship analysis is to discriminate two authors by the distinguishing characteristic of authors. The computational linguistics will be divided into two layers. The bottom layer is interested in lexical information, stylistics and terminology in text and the upper layer is about structure and layout of text.Stylistic features and terminology statistics is concern with words and their pattern in particular corpus. The linguistic measures of bottom layer contain morpheme, average word length distributions, vocabulary distribution,word frequency, words order, average sentence length and sentence structure.The upper layer analysis does not only treats text as ??bag of words???? or ??set of words??. Furthermore, it contains not only structure and layout of text but also the uses and distribution of the various punctuation marks. The measures of texstructure contain the average paragraph length,the average section and chapter length, the uses and distribution of subtitles. Vocabulary richness of text is measured by word spectrum of a text and the weighted use of each vocabulary.
  • Keywords
    Computational linguistics; Frequency measurement; Iterative algorithms; Length measurement; Sections; Sliding mode control; Statistical distributions; Terminology; Text categorization; Vocabulary;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Automation, 2002. ICCA. Final Program and Book of Abstracts. The 2002 International Conference on
  • Conference_Location
    Xiamen, Fujian Province, China
  • Print_ISBN
    0-7803-7412-6
  • Type

    conf

  • DOI
    10.1109/ICCA.2002.1229659
  • Filename
    1229659