• DocumentCode
    3757324
  • Title

    Microblog Orientation Analysis Based on Connnectives

  • Author

    Jun Zhao;Hong Wang

  • Author_Institution
    Sch. of Inf. Sci. &
  • fYear
    2015
  • Firstpage
    501
  • Lastpage
    506
  • Abstract
    At present, a larger number of researchers analyzed Micro-blog orientation and they concentrated their energy on emotional words, adverb and negative words without considering the impact of other emotional factors, such as the coordinative relation, progressive relation and adversative relation. So a method studying the sentiment polarity of associated words was proposed. The structure characteristics of associated words were analyzed sufficiently, and a turning words dictionary, a Chinese emotion dictionary and a negative words dictionary were founded based on the existing dictionary. This paper considers the combination laws of negative words, adversative words and conjunctions into Micro-blog. In the experiments, we verify this method can analyze the sentiment polarity of transition sentences efficiently and also has higher classification accuracy.
  • Keywords
    "Dictionaries","Support vector machines","Blogs","Turning","Feature extraction","Mutual information","Software"
  • Publisher
    ieee
  • Conference_Titel
    Broadband and Wireless Computing, Communication and Applications (BWCCA), 2015 10th International Conference on
  • Type

    conf

  • DOI
    10.1109/BWCCA.2015.40
  • Filename
    7424876