Sentic Computing

Techniques, Tools, and Applications

Nonfiction, Computers, Database Management, Science & Nature, Mathematics, Health & Well Being, Medical
Cover of the book Sentic Computing by Erik Cambria, Amir Hussain, Springer Netherlands
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Erik Cambria, Amir Hussain ISBN: 9789400750708
Publisher: Springer Netherlands Publication: July 28, 2012
Imprint: Springer Language: English
Author: Erik Cambria, Amir Hussain
ISBN: 9789400750708
Publisher: Springer Netherlands
Publication: July 28, 2012
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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 books from Springer Netherlands

Cover of the book Knowledge, Teaching and Wisdom by Erik Cambria, Amir Hussain
Cover of the book Sustainable Phosphorus Management by Erik Cambria, Amir Hussain
Cover of the book Working on the quality of working life by Erik Cambria, Amir Hussain
Cover of the book Strain Hardening Cement Composites: Structural Design and Performance by Erik Cambria, Amir Hussain
Cover of the book Environmental Social Psychology by Erik Cambria, Amir Hussain
Cover of the book God, Time, and Eternity by Erik Cambria, Amir Hussain
Cover of the book Comparative Agriculture by Erik Cambria, Amir Hussain
Cover of the book The Economy of Green Cities by Erik Cambria, Amir Hussain
Cover of the book Otorhinolaryngology by Erik Cambria, Amir Hussain
Cover of the book The reproduction and development of sharks, skates, rays and ratfishes by Erik Cambria, Amir Hussain
Cover of the book French Botany in the Enlightenment by Erik Cambria, Amir Hussain
Cover of the book MicroRNA in Cancer by Erik Cambria, Amir Hussain
Cover of the book Recent Perspectives in American Philosophy by Erik Cambria, Amir Hussain
Cover of the book The Logical Grammar of Abelard by Erik Cambria, Amir Hussain
Cover of the book Aspects of Praematurity and Dysmaturity by Erik Cambria, Amir Hussain
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy