Collecting evaluative expressions for opinion extraction

Nozomi Kobayashi, Kentaro Inui, Yuji Matsumoto, Kenji Tateishi, Toshikazu Fukushima

研究成果: Conference article査読

56 被引用数 (Scopus)

抄録

Automatic extraction of human opinions from Web documents has been receiving increasing interest. To automate the process of opinion extraction, having a collection of evaluative expressions such as "something is confortable" would be useful. However, it can be costly to manually create an exhaustive list of such expressions for many domains, because they tend to be domain-dependent. Motivated by this, we explored ways to accelerate the process of collecting evaluative expressions by applying a text mining technique. This paper proposes a semi-automatic method that uses particular cooccurrence patterns of evaluated subjects, focused attributes and value expressions.

本文言語English
ページ(範囲)596-605
ページ数10
ジャーナルLecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
3248
DOI
出版ステータスPublished - 2005
外部発表はい
イベントFirst International Joint Conference on Natural Language Processing - IJCNLP 2004 - Hainan Island, China
継続期間: 2004 3 222004 3 24

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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