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Wir sind gerne für Sie daIn 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.
Produkteigenschaften
- Artikelnummer: 9789400750692
- Medium: Buch
- ISBN: 978-94-007-5069-2
- Verlag: Springer
- Erscheinungstermin: 28.07.2012
- Sprache(n): Englisch
- Auflage: 1. Auflage 2012
- Serie: SpringerBriefs in Cognitive Computation
- Produktform: Kartoniert, Paperback
- Gewicht: 271 g
- Seiten: 153
- Format (B x H x T): 155 x 235 x 10 mm
- Ausgabetyp: Kein, Unbekannt