Data analytics for social microblogging platforms /
Soumi Dutta, [and 3 others].
- xxiii, 303 pages ; 23 cm.
- Hybrid computational intelligence for pattern analysis and understanding series .
Includes bibliographical references and index.
Part 1. Introduction of intelligent information filtering and organization systems for social microblogging sites -- Introduction to microblogging sites -- Literature review on data analytics for social microblogging platforms -- Data collection using twitter API -- Part 2. Microblogging dataset applications and implications -- Attribute selection to improve spam classification -- Ensemble summarization algorithms for microblog summarization -- Graph-based clustering technique for microblog clustering -- Genetic algorithm-based microblog clustering technique -- Part 3. Attribute selection to improve spam classification -- Feature selection-based microblog clustering technique -- Dimensionality reduction techniques in microblog clustering models -- Conclusion and future directions.