• DocumentCode
    2549722
  • Title

    Sentiment classification of customer reviews on electric products

  • Author

    Miyoshi, Tetsuya ; Nakagami, Yu.

  • Author_Institution
    Toyohashi Sozo Univ., Toyohashi
  • fYear
    2007
  • fDate
    7-10 Oct. 2007
  • Firstpage
    2028
  • Lastpage
    2033
  • Abstract
    A lot of terms represent the speaker\´s evaluation of the item. This evaluative character of the word is called its semantic orientation. The word with positive semantic orientation implies that the item is desirable, and on the other hand, the word with negative semantic orientation implies that the item is not desirable. We propose a method to estimate the semantic orientation(positive or negative) of Japanese products reviews, in which a pair of noun and adjective are selected as the corpus to determine the semantic orientation of the reviews and the semantic orientation scores of the review are calculated according to the corpus. The words which change the semantic orientation of a word called as "contextual valence shifter" such as "not", "very" "quite" are considered in the algorithm to determine the semantic orientation. In order to empirically evaluate the performance of the classification method for Japanese documents, 1400 reviews of two electric products, LCD and MP3 music player, are classified to two categories (positive or negative).
  • Keywords
    electrical products; marketing data processing; natural language processing; pattern classification; Japanese products reviews; adjective; contextual valence shifter; customer reviews; electric products; noun; semantic orientation; sentiment classification; speaker evaluation; Classification algorithms; Digital audio players; Feedback; Machine learning; Motion pictures; Natural language processing; Natural languages; Surges; Text categorization; Web and internet services; customer review; semantic orientation; sentiment classification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on
  • Conference_Location
    Montreal, Que.
  • Print_ISBN
    978-1-4244-0990-7
  • Electronic_ISBN
    978-1-4244-0991-4
  • Type

    conf

  • DOI
    10.1109/ICSMC.2007.4414175
  • Filename
    4414175