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Sentic Computing: A Common-Sense-Based Framework for Concept-Level Sentiment Analysis
Hardcover
Series: Socio-Affective Computing, Book 1
Medical ReferenceLinguisticsDatabases
ISBN13: 9783319236537
Publisher: Springer Nature
Published: Dec 18 2015
Pages: 176
Weight: 1.17
Height: 0.67 Width: 6.12 Depth: 9.53
Language: English
Concept-level sentiment analysis goes beyond a mere word-level analysis of text in order to enable a more efficient passage from (unstructured) textual information to (structured) machine-processable data, in potentially any domain. Readers will discover the following key novelties, that make this approach so unique and avant-garde, being reviewed and discussed:
- Sentic Computing's shift from syntax to semantics-enabled by the adoption of the bag-of-concepts model instead of simply counting word co-occurrence frequencies in text
- Sentic Computing's shift from statistics to linguistics-implemented by allowing sentiments to flow from concept to concept based on the dependency relation between clauses
This volume is the first in the Series Socio-Affective Computing edited by Dr Amir Hussain and Dr Erik Cambria and will be of interest to researchers in the fields of socially intelligent, affective and multimodal human-machine interaction andsystems.
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