Information Retrieval and Extraction

• Course Overview & Introduction

• Classic Information Retrieval Models

• Retrieval Evaluation

• Benchmark Collections

• Extensions of Classic Retrieval Models

• Query Reformulation

• Latent Semantic Analysis

• Language Modeling for Information Retrieval

• Indexing and Searching

• Clustering

• User Interface for Search

• Web Search Basics