• DocumentCode
    3585186
  • Title

    Aspect Based Sentiment Analysis of Movie Reviews: Finding the Polarity Directing Aspects

  • Author

    Parkhe, Viraj ; Biswas, Bhaskar

  • Author_Institution
    Dept. of Comput. Sci. & Eng., IIT (BHU) Varanasi, Varanasi, India
  • fYear
    2014
  • Firstpage
    28
  • Lastpage
    32
  • Abstract
    Sentiment analysis of a movie review plays an important role in understanding the sentiment conveyed by the user towards the movie. In the current work we focus on aspect based sentiment analysis of movie reviews in order to find out the aspect specific driving factors. These factors are the score given to various movie aspects and generally aspects with high driving factors direct the polarity of the review the most. The experiment showed that by giving high driving factors to Movie, Acting and Plot aspects of a movie, we obtained the highest accuracy in the analysis of movie reviews.
  • Keywords
    entertainment; humanities; pattern classification; reviews; acting aspects; aspect based sentiment analysis; aspect specific driving factors; movie aspects; movie reviews; plot aspects; polarity directing aspects; sentiment analysis; Accuracy; Artificial intelligence; Context; Motion pictures; Particle separators; Sentiment analysis; Support vector machines; Aspect Based Sentiment Analysis; Aspect importance; Naive Bayes Classifier; Sentiment Analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Soft Computing and Machine Intelligence (ISCMI), 2014 International Conference on
  • Type

    conf

  • DOI
    10.1109/ISCMI.2014.16
  • Filename
    7079348
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3585186