Social Media Content Analysis: Natural Language Processing And Beyond

Author:   Kam-Fai Wong (The Chinese University of Hong Kong) ,  Wei Gao ,  Wenjie Li
Publisher:   World Scientific Publishing Co Pte Ltd
Volume:   3
ISBN:  

9789813223608


Pages:   488
Publication Date:   16 November 2017
Format:   Hardback
Availability:   In Print   Availability explained
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Social Media Content Analysis: Natural Language Processing And Beyond


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Overview

Social media platforms have been ubiquitously used in our daily lives and are steadily transforming the ways people communicate, socialize and conduct business. However, the growing popularity of social media adversely leads to wild spread of unreliable information. This in turn inevitably creates serious pollution problem of the global social media environment, which is harmful against humanity. For example, President Donald Trump used social media strategically to win in the 2016 USA Presidential Election. But it was found that many messages he delivered over social media were unproven, if not untrue. This problem must be prevented at all cost and as soon as possible. Thus, analysis of social media content is a pressing issue. It is a timely and important research subject worldwide. However, the short and informal nature of social media messages renders conventional content analysis, which is based on natural language processing (NLP), ineffective. This volume consists of a collection of highly relevant scientific articles published by the authors in different international conferences and journals, and is divided into three distinct parts: (I) search and filtering; (II) opinion and sentiment analysis; and (III) event detection and summarization. This book presents the latest advances in NLP technologies for social media content analysis, especially content on microblogging platforms such as Twitter and Weibo.

Full Product Details

Author:   Kam-Fai Wong (The Chinese University of Hong Kong) ,  Wei Gao ,  Wenjie Li
Publisher:   World Scientific Publishing Co Pte Ltd
Imprint:   World Scientific Publishing Co Pte Ltd
Volume:   3
ISBN:  

9789813223608


ISBN 10:   981322360
Pages:   488
Publication Date:   16 November 2017
Audience:   College/higher education ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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