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30
Stream Data Analytics
for Multipurpose Social
Media Applications
30.1 INTRODUCTION
This chapter describes a cloud-based system called InXite, also called InXite-Security (stream-
based data analytics for threat detection and prediction), which is designed to detect evolving pat-
terns and trends in streaming data. InXite comprises four major modules: InXite information engine,
InXite prole generator, InXite psychosocial analyzer, and InXite threat evaluator and predictor,
each of which is outlined in this chapter, We also describe the novel methods we have developed for
stream data analytics that are at the heart of InXite.
InXite integ