Data Analytics for Social Microblogging Platforms

Data Analytics for Social Microblogging Platforms (Hybrid Computational Intelligence for Pattern Analysis and Understanding)
by Soumi Dutta，Asit Kumar Das，Saptarshi Ghosh，Debabrata Samanta
Publisher finelybook 出版社: Academic Press; (November 23, 2022)
Language 语言: English
Print length 页数: 328 pages
ISBN-10: 0323917852
ISBN-13: 9780323917858
Book Description
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.