Chapter 76

Information Retrieval and Web Search

Amy N. Langville

The College of Charleston

Carl D. Meyer

North Carolina State University

Information retrieval is the process of searching within a document collection for information most relevant to a user's query. However, the type of document collection significantly affects the methods and algorithms used to process queries. In this chapter, we distinguish between two types of document collections: traditional and Web collections. Traditional information retrieval is search within small, controlled, nonlinked collections (e.g., a collection of medical or legal documents), whereas Web information retrieval is search within the world's largest and linked document collection. In spite of the proliferation ...

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