Sentic Computing : Techniques, Tools, and Applications. 1st ed. 2012
- 種類:
- 電子ブック
- 責任表示:
- by Erik Cambria, Amir Hussain
- 出版情報:
- Dordrecht : Springer Netherlands : Imprint: Springer, 2012
- 著者名:
- シリーズ名:
- SpringerBriefs in Cognitive Computation ; 2
- ISBN:
- 9789400750708 [9400750706]
- 注記:
- 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.
- ローカル注記:
- 学内専用E-BOOKS (local access only)
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