Advanced Social, Text and Media Analytics (CS704-(B))-Computer Science and Business Systems (CSBS) (VII) | RGPV

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• Syllabus

• Syllabus - Advanced Social, Text and Media Analytics (CS704-(B))

• Text Mining

• Introduction to Text Mining
• Core Text Mining Operations
• Preprocessing Techniques
• Categorization and Clustering
• Information Extraction
• Text Mining Applications

• Methods & Approaches

• Content Analysis
• Natural Language Processing
• Clustering & Topic Detection
• Simple Predictive Modeling
• Sentiment Analysis and Prediction

• Web Analytics

• Web Analytics Tools
• Clickstream Analysis
• A/B Testing and Online Surveys
• Web Search and Retrieval
• Search Engine Optimization
• Web Crawling and Indexing
• Ranking Algorithms
• Web Traffic Models

• Social Media Networks

• Social Network and Web Data and Methods
• Graphs and Matrices
• Basic Measures for Individuals and Networks

• Social Media Analytics

• Information Visualization
• Link Analysis
• Random Graphs and Network Evolution
• Affiliation and Identity
• Social Network Analysis