Combining dependency parsing with shallow semantic analysis for Chinese opinion-element relation identification

  title={Combining dependency parsing with shallow semantic analysis for Chinese opinion-element relation identification},
  author={Mosha Chen and Tianfang Yao},
  journal={2010 4th International Universal Communication Symposium},
Sentiment analysis is an important subtask for Opinion Mining, among which how to identify the opinion-element relation between a topic and a sentiment modifying it is an essential step. This paper presents a novel method to identify the opinion-element relation based on the dependency parsing analysis as well as shallow semantic analysis, using an ontology dictionary and a collocation database to take full consideration of the semantic behind the topic and sentiment. The experiment result… CONTINUE READING
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