Advanced data mining tools and methods for social computing /

Advanced Data Mining Tools and Methods for Social Computing explores advances in the latest data mining tools, methods, algorithms and the architectures being developed specifically for social computing and social network analysis. The book reviews major emerging trends in technology that are suppor...

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Bibliographic Details
Corporate Author:	ScienceDirect (Online service)
Other Authors:	De, Sourav, 1979- (Editor)
Format:	eBook
Language:	English
Published:	London, United Kingdom ; San Diego, CA : Academic Press, [2022]
Series:	Hybrid computational intelligence for pattern analysis and understanding
Subjects:	Data mining. Online social networks > Data processing. Information technology > Social aspects. Data Mining Exploration de données (Informatique) Réseaux sociaux (Internet) > Informatique. Technologie de l'information > Aspect social. Data mining Information technology > Social aspects Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

1. An Introduction to Data Mining in Social Networks 2. Performance Tuning of Android Applications using Clustering and Optimization Heuristics 3. Sentiment analysis of Social Media data evolved from COVID 19 cases
Maharashtra 4. COVID-19 Outbreak Analysis and Prediction Using Statisical Learning 5. Verbal Sentiment Analysis and Detection using Recurrent Neural Network 6. A Machine Learning approach to aid Paralysis patients using EMG signals 7. Influence of Travelling on Social Behaviour 8. A Study on Behaviour Analysis in Social Network 9. Recent Trends in Recommendation System using Sentiment Analysis 10. Data Visualization: Existing Tools and Techniques 11. An intelligent agent of Mining of Frequent Patterns on Uncertain Graphs 12. Mining Challenges in Large Scale IoT Data Framework
A Machine Learning Perspective 13. Conclusion