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Data Analytics for Social Microblogging Platforms

  • 1st Edition - November 4, 2022
  • Authors: Soumi Dutta, Asit Kumar Das, Saptarshi Ghosh, Debabrata Samanta
  • Language: English
  • Paperback ISBN:
    9 7 8 - 0 - 3 2 3 - 9 1 7 8 5 - 8
  • eBook ISBN:
    9 7 8 - 0 - 3 2 3 - 9 7 2 3 0 - 7

Data Analysis for Social Microblogging Platforms explores the nature of microblog datasets, also covering the larger field which focuses on information, data and knowledge in the… Read more

Data Analytics for Social Microblogging Platforms

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Data Analysis for Social Microblogging Platforms explores the nature of microblog datasets, also covering the larger field which focuses on information, data and knowledge in the context of natural language processing. The book investigates a range of significant computational techniques which enable data and computer scientists to recognize patterns in these vast datasets, including machine learning, data mining algorithms, rough set and fuzzy set theory, evolutionary computations, combinatorial pattern matching, clustering, summarization and classification. Chapters focus on basic online micro blogging data analysis research methodologies, community detection, summarization application development, performance evaluation and their applications in big data.