• DocumentCode
    3579169
  • Title

    Characterized by Subjective Clues on Subjective Text Recognition

  • Author

    Yonghua Liu ; Aiping Li ; Liguo Duan ; Hongxiang Wang

  • Author_Institution
    Coll. of Comput. Sci. & Technol., Taiyuan Univ. of Technol., Taiyuan, China
  • fYear
    2014
  • Firstpage
    20
  • Lastpage
    26
  • Abstract
    Subjective text recognition is the premise of emotion computation. The current method is the dictionary-based method and statistical-based method, while ignoring the subjective clues which contain rich emotional information and the accuracy is not high. To solve this problem, this paper selects the associated word, the emotional word as well as the indicative verb, the interjection, the degree adverb, with sentiment of punctuation six kinds of subjective clues ingredients as the subjective text recognition basis, establishes subjective clues character dictionary, then identifies the subjective text with the Naïve Bayes classifier. The experimental results show that this method proposed this paper has higher accuracy.
  • Keywords
    pattern classification; statistical distributions; text analysis; word processing; degree adverb; emotion computation; emotional word; indicative verb; interjection; naïve Bayes classifier; statistical-based method; subjective clue character dictionary; subjective text recognition; Dictionaries; Feature extraction; Probability; Text categorization; Text recognition; Training; Vocabulary; Naive Bayes; emotion computation; subjective clues; subjective text recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cloud Computing and Big Data (CCBD), 2014 International Conference on
  • Type

    conf

  • DOI
    10.1109/CCBD.2014.19
  • Filename
    7062867