Social Media Content Analysis: Natural Language Processing And Beyond

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Social Media Content Analysis: Natural Language Processing And Beyond
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  1. Beskrivelse

    This book volume brings together carefully selected scholarly works covering four inter-related topic areas in international finance. The first section deals with the efficacy and determinants of central bank currency interventions by the Bank of Japan an

  2. Yderligere info
    Udgivelsesdato:
    16-11-2017
    Sprog:
    Engelsk
    ISBN13:
    9789813223608
    Sidetal:
    500
    Nummer i serien:
    3
    Mærkat:
    Bog, hardback
    Format:
    Hardback
    • Bibliotekernes beskrivelse

      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.

  3. Anmeldelser

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