Data Analytics for Social Microblogging Platforms (Paperback) (ISBN-13: 9780323917858)

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.

Author: Soumi Dutta, Asit Kumar Das, Saptarshi Ghosh
ISBN-10: 0323917852
ISBN-13: 9780323917858
Publisher: Academic Press
Language: English
Published: 11/09/2022
Pages: 328
Format: Paperback
Weight: 0.97lbs
Size: 9.00h x 6.00w x 0.69d