Sentiment Analysis and Opinion Mining

Bing Liu

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Idioma: inglés

Editorial: Springer, Springer Mai 2012, 2012

3031010175 / 9783031010170

Serie: Libro 2 de 11 - Synthesis Lectures on Human Language Technologies

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Descripción del artículo del vendedor

This item is printed on demand - Print on Demand Titel. Neuware -Sentiment analysis and opinion mining is the field of study that analyzes people's opinions, sentiments, evaluations, attitudes, and emotions from written language. It is one of the most active research areas in natural language processing and is also widely studied in data mining, Web mining, and text mining. In fact, this research has spread outside of computer science to the management sciences and social sciences due to its importance to business and society as a whole. The growing importance of sentiment analysis coincides with the growth of social media such as reviews, forum discussions, blogs, micro-blogs, Twitter, and social networks. For the first time in human history, we now have a huge volume of opinionated data recorded in digital form for analysis. Sentiment analysis systems are being applied in almost every business and social domain because opinions are central to almost all human activities and are key influencers of our behaviors. Our beliefs and perceptions of reality, and the choices we make, are largely conditioned on how others see and evaluate the world. For this reason, when we need to make a decision we often seek out the opinions of others. This is true not only for individuals but also for organizations. This book is a comprehensive introductory and survey text. It covers all important topics and the latest developments in the field with over 400 references. It is suitable for students, researchers and practitioners who are interested in social media analysis in general and sentiment analysis in particular. Lecturers can readily use it in class for courses on natural language processing, social media analysis, text mining, and data mining. Lecture slides are also available online. Table of Contents: Preface / Sentiment Analysis: A Fascinating Problem / The Problem of Sentiment Analysis / Document Sentiment Classification / Sentence Subjectivity and Sentiment Classification / Aspect-Based Sentiment Analysis / Sentiment Lexicon Generation /Opinion Summarization / Analysis of Comparative Opinions / Opinion Search and Retrieval / Opinion Spam Detection / Quality of Reviews / Concluding Remarks / Bibliography / Author BiographySpringer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 184 pp. Englisch.

N° de ref. del artículo 9783031010170

Título
Sentiment Analysis and Opinion Mining
Autor
Bing Liu
Editorial
Springer, Springer Mai 2012
Año de publicación
2012
Estado
Neu
Encuadernación
Taschenbuch
Idioma
inglés
ISBN 10
3031010175
ISBN 13
9783031010170
Peso del artículo
356 gramos
Dimensiones
235x191x11 mm
Serie
Libro 2 de 11: Synthesis Lectures on Human Language Technologies

buchversandmimpf2000

Emtmannsberg, BAYE, Alemania

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