Sentic Computing

Techniques, Tools, and Applications

von Erik Cambria, Amir Hussain

153 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: SpringerBriefs in Cognitive Computation
• Themen: Medizin Medizin / Gesundheitswesen, allgemein Medizinische Ausstattung und Technik Medizinische Forschung
• ISBN: 9789400750692
• Sprache: Englisch
• Erscheinungsdatum: 28.07.2012
• Größe: 23.5 x 15.5 cm
• Verlag: Springer Netherland