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Beschreibung
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.
Techniques, Tools, and Applications
Details
| Verlag | Springer Netherland |
| Ersterscheinung | 28. Juli 2012 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 271 Gramm |
| Format | Softcover |
| ISBN-13 | 9789400750692 |
| Seiten | 153 |
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