Data Analytics for Social Microblogging Platforms

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Computers - Organization and Data Processing
Data Analytics for Social Microblogging...

Data Analytics for Social Microblogging Platforms

Soumi Dutta, Asit Kumar Das, Saptarshi Ghosh, Debabrata Samanta, Asit Kumar Das, Saptarshi Ghosh, Debabrata Samanta

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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.

カテゴリー:

Computers - Organization and Data Processing

年:

2022

版:

出版社:

Elsevier Science & Technology

言語:

english

ページ:

328

ファイル: