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<head><title>Introduction to Information Retrieval</title>

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<h1>Introduction to Information Retrieval</h1>

<img src="iir.jpg" alt="Introduction to Information Retrieval" width="180">

<p>
This is the companion website for the
following book.
</p>

<p>
<a href="http://nlp.stanford.edu/%7Emanning/">Christopher D. Manning</a>,
<a href="https://research.google/people/prabhakarraghavan/">Prabhakar Raghavan</a>
and 
<a href="http://www.cis.uni-muenchen.de/personen/professoren/schuetze/">Hinrich
Sch&uuml;tze</a>,
<i>Introduction to Information Retrieval</i>, Cambridge
University Press. 2008.
</p>

<p>You can order this book
at <a 
href="http://www.cambridge.org/us/catalogue/catalogue.asp?isbn=9780521865715">
CUP</a>, at your
  local bookstore or on the internet. The best search
term to use is the ISBN:
<a href="http://search.yahoo.com/search?p=0521865719">0521865719</a>.


<p>
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 <a href="http://www.stanford.edu/class/cs276/">Stanford University</a>, the
University of Stuttgart and the
<a href="http://cislmu.org">University of Munich</a>.


</p><p>
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
</p>

<h3>Online resources</h3>
<p>
  Apart from small differences (mainly concerning copy
  editing and figures), the online editions
  should have the same content as the print edition.


<p>  The following materials are available online. The date of
  last update is given in parentheses.
<ul>
<li> 
<a
href="http://nlp.stanford.edu/IR-book/html/htmledition/irbook.html">HTML
edition</a> (2009.04.07)
<li> 
<a
  href="http://nlp.stanford.edu/IR-book/pdf/irbookonlinereading.pdf">PDF
of the book  for online viewing</a> (with nice hyperlink features, 2009.04.01)
<li> 
<a
  href="http://nlp.stanford.edu/IR-book/pdf/irbookprint.pdf">PDF
of the book  for printing</a> (2009.04.01)

<li> 
<a
  href="#anchor01">PDFs of individual chapters</a> (2009.04.01)

<li> 
<a
  href=http://www.stanford.edu/class/cs276/>Stanford slides and assignments</a> (2013.09.13)

<li> 
<a
  href=http://cislmu.org>University of Munich slides and assignments</a> (2013.09.13)



<li> 
<a
  href="http://nlp.stanford.edu/IR-book/html/errata.html">errata</a> (2009.03.31)

<li> 
<a
  href="http://nlp.stanford.edu/IR-book/essir2011">8th European Summer School on information Retrieval </a> (2011.08.28)

</ul>

<h3>Information retrieval resources</h3>
<p>A
list of <a
href="information-retrieval.html">information
retrieval resources</a> is also available.
</p>

<a name=anchor01>

<h3>Introduction to Information Retrieval: Table of Contents</h3>
<table rules="rows">
<tbody>


<tr>








<td>&nbsp;</td> 

<td></td> 

<td> chapter &nbsp;&nbsp;&nbsp;&nbsp; </td> 

<td>resources</td>

</tr> 

<tr> 
<td> </td> 
<td>Front matter (incl. table of notations) </td> 
<td><a
href="http://nlp.stanford.edu/IR-book/pdf/00front.pdf">pdf</a>
</td> 
<td> </td>
<td></td>
</tr> 

<tr> 
<td>01&nbsp;&nbsp;</td> 
<td>Boolean retrieval</td> 
<td><a
href="http://nlp.stanford.edu/IR-book/pdf/01bool.pdf">pdf</a>
<a href="http://nlp.stanford.edu/IR-book/html/htmledition/boolean-retrieval-1.html">html</a>
</td> 
<!--
<td><a href="newslides.html#anchor01">slides</a>&nbsp;&nbsp;</td> 
-->
</tr>

<tr> 
<td>02</td> 
<td>The term vocabulary &amp; postings lists</td> 
<td><a
href="http://nlp.stanford.edu/IR-book/pdf/02voc.pdf">pdf</a>
 <a href="http://nlp.stanford.edu/IR-book/html/htmledition/the-term-vocabulary-and-postings-lists-1.html">html</a>
</td> 
<!--
<td><a href="newslides.html#anchor02">slides</a></td> 
-->
</tr>
 

<tr> 
<td>03</td> 
<td>Dictionaries and tolerant retrieval</td> 
<td><a
href="http://nlp.stanford.edu/IR-book/pdf/03dict.pdf">pdf</a>
<a href="http://nlp.stanford.edu/IR-book/html/htmledition/dictionaries-and-tolerant-retrieval-1.html">html</a>
</td> 
<!--
<td><a href="newslides.html#anchor03">slides</a></td> 
-->
</tr>
 

<tr> 
<td>04</td> 
<td>Index construction</td> 
<td><a
href="http://nlp.stanford.edu/IR-book/pdf/04const.pdf">pdf</a>
<a href="http://nlp.stanford.edu/IR-book/html/htmledition/index-construction-1.html">html</a>
<!--
</td> <td><a href="newslides.html#anchor04">slides</a></td> 
-->
</tr>
 

<tr> 
<td>05</td> 
<td>Index compression</td> 
<td><a
href="http://nlp.stanford.edu/IR-book/pdf/05comp.pdf">pdf</a>
<a href="http://nlp.stanford.edu/IR-book/html/htmledition/index-compression-1.html">html</a>
</td> 
<!--
 <td><a href="newslides.html#anchor05">slides</a></td> 
-->
</tr>


<tr> 
<td>06</td> 
<td>Scoring, term weighting &amp; the vector space model</td> 
<td> <a
href="http://nlp.stanford.edu/IR-book/pdf/06vect.pdf">pdf</a>
<a href="http://nlp.stanford.edu/IR-book/html/htmledition/scoring-term-weighting-and-the-vector-space-model-1.html">html</a>
 </td> 
<!--
<td><a href="newslides.html#anchor06">slides</a></td> 
-->
</tr>
 

<tr> 
<td>07</td> 
<td>Computing scores in a complete search system</td> 
<td><a
href="http://nlp.stanford.edu/IR-book/pdf/07system.pdf">pdf</a>
<a href="http://nlp.stanford.edu/IR-book/html/htmledition/computing-scores-in-a-complete-search-system-1.html">html</a>
</td> 
<!--
<td><a href="newslides.html#anchor07">slides</a></td> 
-->
</tr>
 

<tr>
<td>08</td> 
<td>Evaluation in information retrieval</td> 
<td><a
href="http://nlp.stanford.edu/IR-book/pdf/08eval.pdf">pdf</a>
<a href="http://nlp.stanford.edu/IR-book/html/htmledition/evaluation-in-information-retrieval-1.html">html</a>
</td> 
<!--
<td><a href="newslides.html#anchor08">slides</a></td> 
-->
</tr>
 

<tr> 
<td>09</td> 
<td>Relevance feedback &amp; query expansion</td> 
<td> <a
href="http://nlp.stanford.edu/IR-book/pdf/09expand.pdf">pdf</a>
<a href="http://nlp.stanford.edu/IR-book/html/htmledition/relevance-feedback-and-query-expansion-1.html">html</a>
 </td> 
<!--
<td><a href="newslides.html#anchor09">slides</a></td> 
-->
</tr>
 

<tr> 
<td> 10</td> 
<td>XML retrieval</td> 
<td> <a
href="http://nlp.stanford.edu/IR-book/pdf/10xml.pdf">pdf</a>
<a href=http://nlp.stanford.edu/IR-book/html/htmledition/xml-retrieval-1.html>html</a>
 </td> 
<!--
<td><a href="newslides.html#anchor10">slides</a></td> 
-->
</tr>
 

<tr> 
<td> 11</td> 
<td>Probabilistic information retrieval</td> 
<td> <a
href="http://nlp.stanford.edu/IR-book/pdf/11prob.pdf">pdf</a>
<a href=http://nlp.stanford.edu/IR-book/html/htmledition/probabilistic-information-retrieval-1.html>html</a>
 </td> 
<!--
<td><a href="newslides.html#anchor11">slides</a></td> 
-->
</tr>
 

<tr> 
<td> 12</td> 
<td>Language models for information retrieval</td> 
<td> <a
href="http://nlp.stanford.edu/IR-book/pdf/12lmodel.pdf">pdf</a>
<a href=http://nlp.stanford.edu/IR-book/html/htmledition/language-models-for-information-retrieval-1.html>html</a>
 </td> 
<!--
<td><a href="newslides.html#anchor12">slides</a></td> 
-->
</tr>
 

<tr> 
<td> 13</td> 
<td>Text classification &amp; Naive Bayes</td> 
<td><a
href="http://nlp.stanford.edu/IR-book/pdf/13bayes.pdf">pdf</a>
<a href="http://nlp.stanford.edu/IR-book/html/htmledition/text-classification-and-naive-bayes-1.html">html</a>
</td> 
<!--
<td><a href="newslides.html#anchor13">slides</a></td> 
-->
</tr>
 

<tr> 
<td> 14</td> 
<td>Vector space classification</td> 
<td><a
href="http://nlp.stanford.edu/IR-book/pdf/14vcat.pdf">pdf</a>
<a href="http://nlp.stanford.edu/IR-book/html/htmledition/vector-space-classification-1.html">html</a>
</td> 
<!--
<td><a href="newslides.html#anchor14">slides</a></td> 
-->
</tr>
 

<tr> 
<td> 15</td> 
<td>Support vector machines &amp; machine learning on documents</td> 
<td> <a
href="http://nlp.stanford.edu/IR-book/pdf/15svm.pdf">pdf</a>
<a href=http://nlp.stanford.edu/IR-book/html/htmledition/support-vector-machines-and-machine-learning-on-documents-1.html>html</a>
 </td> 
<!--
<td><a href="newslides.html#anchor15">slides</a></td> 
-->
</tr>
 

<tr> 
<td> 16</td> 
<td>Flat clustering</td> 
<td><a
href="http://nlp.stanford.edu/IR-book/pdf/16flat.pdf">pdf</a>
<a href="http://nlp.stanford.edu/IR-book/html/htmledition/flat-clustering-1.html">html</a>
</td> 
<!--
<td><a href="newslides.html#anchor16">slides</a></td> 
-->
<td><a href="http://nlp.stanford.edu/IR-book/html/flat.html">html</a></td> 
</tr>
 

<tr> 
<td> 17</td> 
<td>Hierarchical clustering</td> 
<td><a
href="http://nlp.stanford.edu/IR-book/pdf/17hier.pdf">pdf</a>
<a href="http://nlp.stanford.edu/IR-book/html/htmledition/hierarchical-clustering-1.html">html</a>
</td> 
<!--
<td><a href="newslides.html#anchor17">slides</a></td> 
-->
</tr>
 

<tr>
<td> 18</td> 
<td>Matrix decompositions &amp; latent semantic indexing </td> 
<td><a
href="http://nlp.stanford.edu/IR-book/pdf/18lsi.pdf">pdf</a>
<a href=http://nlp.stanford.edu/IR-book/html/htmledition/matrix-decompositions-and-latent-semantic-indexing-1.html>html</a>
</td> 
<!--
<td><a href="newslides.html#anchor18">slides</a></td> 
-->
</tr>
 

<tr> 
<td> 19</td> 
<td>Web search basics</td> 
<td> <a
href="http://nlp.stanford.edu/IR-book/pdf/19web.pdf">pdf</a>
<a href="http://nlp.stanford.edu/IR-book/html/htmledition/web-search-basics-1.html">html</a>
 </td> 
<!--
<td><a href="newslides.html#anchor19a">slides</a></td> 
-->
</tr>

<!--
<tr> 
<td> </td> 
<td>Web search basics II</td> 
<td></td>
<td><a href="newslides.html#anchor19b">slides</a></td> 
</tr>
-->


<tr>
<td> 20</td> 
<td>Web crawling and indexes </td> 
<td> <a
href="http://nlp.stanford.edu/IR-book/pdf/20crawl.pdf">pdf</a>
<a href="http://nlp.stanford.edu/IR-book/html/htmledition/web-crawling-and-indexes-1.html">html</a>
 </td> 
<!--
<td><a href="newslides.html#anchor20">slides</a></td> 
-->
</tr>


<tr>
<td> 21</td> 
<td>Link analysis</td> 
<td><a
href="http://nlp.stanford.edu/IR-book/pdf/21link.pdf">pdf</a>
<a href="http://nlp.stanford.edu/IR-book/html/htmledition/link-analysis-1.html">html</a>
<!--
</td> <td><a href="newslides.html#anchor21">slides</a></td> 
-->
</tr>


<tr>
<td></td> 
<td>Bibliography &amp; Index</td> 
<td><a
href="http://nlp.stanford.edu/IR-book/pdf/99back.pdf">pdf</a>
</td> 
<td> </td>
<td></td>
</tr> 

<tr> 
<td> </td> 
<td>bibtex file</td> 
<td><a href="http://nlp.stanford.edu/IR-book/pdf/ir.bib">bib</a></td> 
<td> </td>
<td></td>
</tr> 


</tbody></table> 



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