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Subject Syllabus

CB-704 (B) - Advanced Social, Text and Media Analytics

CSBS · Semester 7

Course Modules

Learn topic-wise with Hyper AI and revise using mapped PYQs.

Text Mining: Introduction Core text mining operations Preprocessing techniques Categorization Clustering Information extraction Probabilistic models for information extraction Text mining applications

Detection Simple Predictive Modeling Sentiment Analysis Sentiment Prediction

search and retrieval Search engine optimization Web crawling and Indexing Ranking algorithms Web traffic models

measures for individuals and networks.

Social Media Analytics: Information visualization Making connections: Link analysis.Random graphs and network evolution.Social contexts: Affiliation and identity Social network analysis