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Adaptive Resonance Theory in Social Media Data Clustering: Roles, Methodologies, and Applications

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Social media data contains our communication and online sharing, mirroring our daily life. This book looks at how we can use and what we can discover from such big data:

  • Basic knowledge (data&challenges) on social media analytics
  • Clustering as a fundamental technique for unsupervised knowledge discovery and data mining
  • A class of neural inspired algorithms, based on adaptive resonance theory (ART), tackling challenges in big social media data clustering
  • Step-by-step practices of developin...