articleJan 1, 2006Closed access

Movie review mining and summarization

Tsinghua University · Microsoft (United States) · +1 more institution

Indexed incrossref

Abstract

With the flourish of the Web, online review is becoming a more and more useful and important information resource for people. As a result, automatic review mining and summarization has become a hot research topic recently. Different from traditional text summarization, review mining and summarization aims at extracting the features on which the reviewers express their opinions and determining whether the opinions are positive or negative. In this paper, we focus on a specific domain - movie review. A multi-knowledge based approach is proposed, which integrates WordNet, statistical analysis and movie knowledge. The experimental results show the effectiveness of the proposed approach in movie review mining and…

Citation impact

910
total citations
FWCI
29.34
Percentile
100%
References
24
Citations per year

Authors

3

Topics & keywords

Keywords
  • Automatic summarization
  • Computer science
  • WordNet
  • Multi-document summarization
  • Focus (optics)
  • Information retrieval
  • Domain (mathematical analysis)
  • World Wide Web
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