• DocumentCode
    3649762
  • Title

    Sentence Sentimental Classification Based on Semantic Comprehension

  • Author

    Bin Wen; Wenhua Dai; Junzhe Zhao

  • Author_Institution
    Dept. of Comput. Sci., Hubei Univ. of Sci. &
  • Volume
    2
  • fYear
    2012
  • Firstpage
    458
  • Lastpage
    461
  • Abstract
    Research of sentence orientation is aim to obtain the useful orientation information, it becomes a research focus in the nature language processing, especially in Micro-blog. Based on the existed How Net semantic similarity, this paper presents a sentence orientation identification method taking advantage of an improved algorithm for calculating Chinese term semantic orientation value. Firstly, this paper introduced the advanced method of term semantic orientation computation, then, combining adverbs and conjunctions points a sentence identification algorithm. and the experimental results show that the proposed approach is suitable for judging sentences´ sentimental orientation.
  • Keywords
    "Semantics","Internet","Classification algorithms","Machine learning","Support vector machines","Thumb","Information processing"
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Design (ISCID), 2012 Fifth International Symposium on
  • Print_ISBN
    978-1-4673-2646-9
  • Type

    conf

  • DOI
    10.1109/ISCID.2012.275
  • Filename
    6406037