Sentic Computing: Techniques, Tools, and Applications (Paperback)

Erik Cambria

  • 出版商: Springer
  • 出版日期: 2012-07-28
  • 售價: $1,580
  • 貴賓價: 9.5$1,501
  • 語言: 英文
  • 頁數: 172
  • 裝訂: Paperback
  • ISBN: 9400750692
  • ISBN-13: 9789400750692

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In this book common sense computing techniques are further developed and applied to bridge the semantic gap between word-level natural language data and the concept-level opinions conveyed by these. In particular, the ensemble application of graph mining and multi-dimensionality reduction techniques is exploited on two common sense knowledge bases to develop a novel intelligent engine for open-domain opinion mining and sentiment analysis. The proposed approach, termed sentic computing, performs a clause-level semantic analysis of text, which allows the inference of both the conceptual and emotional information associated with natural language opinions and, hence, a more efficient passage from (unstructured) textual information to (structured) machine-processable data.