A Practical Guide to Sentiment Analysis: 5 (Socio-Affective Computing) - Tapa blanda

Libro 5 de 10: Socio-Affective Computing
 
9783319856483: A Practical Guide to Sentiment Analysis: 5 (Socio-Affective Computing)
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ISBN 10: 3319856480 ISBN 13: 9783319856483
Editorial: Springer, 2018

Sinopsis

Sentiment analysis research has been started long back and recently it is one of the demanding research topics. Therefore, the main aim of this book is to provide a feasible research platform to our ambitious researchers towards developing the practical solutions that will be indeed beneficial for our society,business and future researches as well.

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De la contraportada

This edited work presents studies and discussions that clarify the challenges and opportunities of sentiment analysis research. While sentiment analysis research has become very popular in the past ten years, most companies and researchers still approach it simply as a polarity detection problem. In reality, sentiment analysis is a ‘suitcase problem’ that requires tackling many natural language processing subtasks, including microtext analysis, sarcasm detection, anaphora resolution, subjectivity detection and aspect extraction. 

 In this book, the authors propose an overview of the main issues and challenges associated with current sentiment analysis research and provide some insights on practical tools and techniques that can be exploited to both advance the state of the art in all sentiment analysis subtasks and explore new areas in the same context. Readers will discover sentiment mining techniques that can be exploited for the creation and automated upkeep of review and opinion aggregation websites, in which opinionated text and videos are continuously gathered from the Web and not restricted to just product reviews, but also to wider topics such as political issues and brand perception.

The book also enables researchers to see how affective computing and sentiment analysis have a great potential as a sub-component technology for other systems. They can enhance the capabilities of customer relationship management and recommendation systems allowing, for example, to find out which features customers are particularly happy about or to exclude from the recommendations items that have received very negative feedbacks. Similarly, they can be exploited for affective tutoring and affective entertainment or for troll filtering and spam detection in online social communication.

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Editorial
Springer
Año de publicación
2018
Idioma
Inglés
ISBN 10 
3319856480
ISBN 13 
9783319856483
Encuadernación
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Número de páginas
204
Editor
Cambria Erik, Das Dipankar, Bandyopadhyay Sivaji, Feraco Antonio
Contacto del fabricante
ProductSafety@springernature.com
ProductSafety@springernature.com

Tiergartenstr. 17
Heidelberg
69121
Alemania

Otras ediciones populares con el mismo título

9783319553924: A Practical Guide to Sentiment Analysis: 5 (Socio-Affective Computing, 5)

Edición Destacada

ISBN 10:  3319553925 ISBN 13:  9783319553924
Editorial: Springer-Verlag GmbH, 2017
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