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portada Data Analytics for Social Microblogging Platforms (Hybrid Computational Intelligence for Pattern Analysis and Understanding)
Type
Physical Book
Publisher
Author
Language
English
Pages
328
Format
Paperback
ISBN13
9780323917858
Edition No.
1

Data Analytics for Social Microblogging Platforms (Hybrid Computational Intelligence for Pattern Analysis and Understanding)

Soumi Dutta; Asit Kumar Das; Saptarshi Ghosh; Debabrata Samanta Phd (Author) · Academic Press · Paperback

Data Analytics for Social Microblogging Platforms (Hybrid Computational Intelligence for Pattern Analysis and Understanding) - Soumi Dutta; Asit Kumar Das; Saptarshi Ghosh; Debabrata Samanta Phd

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Synopsis "Data Analytics for Social Microblogging Platforms (Hybrid Computational Intelligence for Pattern Analysis and Understanding)"

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.

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