Toward finer-grained sentiment identification in product reviews through linguistic and ontological analyses

  • Authors:
  • Hye-Jin Min;Jong C. Park

  • Affiliations:
  • KAIST, Daejeon, KOREA;KAIST, Daejeon, KOREA

  • Venue:
  • ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
  • Year:
  • 2009

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Abstract

We propose categories of finer-grained polarity for a more effective aspect-based sentiment summary, and describe linguistic and ontological clues that may affect such fine-grained polarity. We argue that relevance for satisfaction, contrastive weight clues, and certain adver-bials work to affect the polarity, as evidenced by the statistical analysis.