Sentic Computing
Techniques, Tools, and Applications
1st Edition
Published on 28. July 2012
XVIII, 153 pages
978-94-007-5070-8 (ISBN)
Description
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.
More details
Series
Language
English
Place of publication
Dordrecht
Netherlands
Publishing group
Springer Netherland
Target group
Professional and scholarly
Product notice
Reflowable
Illustrations
XVIII, 153 p. 39 illus., 35 illus. in color.
File size
4,19 MB
ISBN-13
978-94-007-5070-8 (9789400750708)
DOI
10.1007/978-94-007-5070-8
Schweitzer Classification
Other editions
Additional editions
Book
07/2012
1st Edition
Springer
€53.49
Shipment within 15-20 days
Content
1. Introduction. - 2. Background. - 3. Techniques. - 4. Tools. - 5. Applications. - 6. Concluding Remarks.
