Introduction to Information Retrieval

Introduction to Information Retrieval

Introduction to Information Retrieval

This is the companion website for the following book.

Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze, Introduction to Information Retrieval, Cambridge University Press. 2008.

You can order this book at CUP, at your local bookstore or on the internet. The best search term to use is the ISBN: 0521865719.

The book aims to provide a modern approach to information retrieval from a computer science perspective. It is based on a course we have been teaching in various forms at Stanford University and at the University of Stuttgart.

We’d be pleased to get feedback about how this book works out as a textbook, what is missing, or covered in too much detail, or what is simply wrong. Please send any feedback or comments to: informationretrieval (at) yahoogroups (dot) com

Online resources

Apart from small differences (mainly concerning copy editing and figures), the online editions should have the same content as the print edition.

The following materials are available online. The date of last update is given in parentheses.

Information retrieval resources

A list of information retrieval resources is also available.

Introduction to Information Retrieval: Table of Contents

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    chapter      resources
  Front matter (incl. table of notations) pdf    
01   Boolean retrieval pdf html slides  
02 The term vocabulary & postings lists pdf html slides
03 Dictionaries and tolerant retrieval pdf html slides
04 Index construction pdf html <!– slides
05 Index compression pdf html slides
06 Scoring, term weighting & the vector space model pdf html slides
07 Computing scores in a complete search system pdf html slides
08 Evaluation in information retrieval pdf html slides
09 Relevance feedback & query expansion pdf html slides
10 XML retrieval pdf html slides
11 Probabilistic information retrieval pdf html slides
12 Language models for information retrieval pdf html slides
13 Text classification & Naive Bayes pdf html slides
14 Vector space classification pdf html slides
15 Support vector machines & machine learning on documents pdf html slides
16 Flat clustering pdf html slides html
17 Hierarchical clustering pdf html slides
18 Matrix decompositions & latent semantic indexing pdf html slides
19 Web search basics pdf html slides
Web search basics II slides
20 Web crawling and indexes pdf html slides
21 Link analysis pdf html <!– slides
  Bibliography & Index pdf    
  bibtex file bib
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