Sentic Computing - Erik Cambria, Amir Hussain

Sentic Computing

A Common-Sense-Based Framework for Concept-Level Sentiment Analysis
Buch | Softcover
XXII, 176 Seiten
2019 | 1. Softcover reprint of the original 1st ed. 2015
Springer International Publishing (Verlag)
978-3-319-79516-4 (ISBN)
106,99 inkl. MwSt
This volume presents a knowledge-based approach to concept-level sentiment analysis at the crossroads between affective computing, information extraction, and common-sense computing, which exploits both computer and social sciences to better interpret and process information on the Web.
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 multi-disciplinary approach to sentiment analysis-evidenced by the concomitant use of AI, linguistics and psychology for knowledge representation and inference
- 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.

Introduction.- SenticNet.- Sentic Patterns.- Sentic Applications.- Conclusion.- Index.

Erscheinungsdatum
Reihe/Serie Socio-Affective Computing
Zusatzinfo XXII, 176 p. 54 illus., 40 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 314 g
Themenwelt Medizin / Pharmazie Studium
Naturwissenschaften Biologie Humanbiologie
Schlagworte Common-sense reasoning • concept-level analysis • linguistic patterns • sentic computing • sentiment analysis
ISBN-10 3-319-79516-3 / 3319795163
ISBN-13 978-3-319-79516-4 / 9783319795164
Zustand Neuware
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