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Sentic Computing

Techniques, Tools, and Applications

Erik Cambria, Amir Hussain (Autoren)

Buch | Softcover

153 Seiten

2012
Springer (Verlag)
978-94-007-5069-2 (ISBN)

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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.

1. Introduction. - 2. Background. - 3. Techniques. - 4. Tools. - 5. Applications. - 6. Concluding Remarks.

Reihe/Serie	SpringerBriefs in Cognitive Computation ; 2
Zusatzinfo	35 Illustrations, color; 4 Illustrations, black and white; XVIII, 153 p. 39 illus., 35 illus. in color.
Verlagsort	Dordrecht
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Geisteswissenschaften ► Psychologie ► Allgemeine Psychologie
	Geisteswissenschaften ► Psychologie ► Verhaltenstherapie
	Geisteswissenschaften ► Sprach- / Literaturwissenschaft ► Sprachwissenschaft
	Informatik ► Datenbanken ► Data Warehouse / Data Mining
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Mathematik
	Medizin / Pharmazie ► Studium
ISBN-10	94-007-5069-2 / 9400750692
ISBN-13	978-94-007-5069-2 / 9789400750692
Zustand	Neuware