Information Extraction and Retrieval (CD604 (A))-CSE-Data Science/Data Science (VI) | RGPV

---

• Syllabus

• Syllabus - Information Extraction and Retrieval (CD604 (A))

• UNIT-I

• Introduction to Information Retrieval
• Search Engine Frameworks
• Impact of Web and AI on IR
• Characterizing the Web

• UNIT-II

• Retrieval Models
• Preprocessing and Indices
• Advanced IR Techniques

• UNIT-III

• Web Search Overview
• Web Search Architectures
• Advanced Web Search Techniques

• UNIT-IV

• Link Analysis
• Searching and Ranking
• Big Data Techniques in IR
• Personalized Search and Recommendation Systems

• UNIT-V

• Information Filtering
• Text Mining
• Categorization and Clustering Algorithms