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<biblioentry xreflabel="Joachims02" id="Joachims02">
   <authorgroup>
       <author><firstname>T.</firstname><surname>Joachims</surname></author> 
   </authorgroup>
<citetitle pubwork="article">Optimizing Search Engines using Clickthrough Data</citetitle>




   <artpagenums>133&#x2013;142</artpagenums> 
   <pubdate>2002</pubdate>  

</biblioentry>
<biblioentry xreflabel="Joachims05" id="Joachims05">
   <authorgroup>
       <author><firstname>Thorsten</firstname><surname>Joachims</surname></author>
       <author><firstname>Laura</firstname><surname>Granka</surname></author>
       <author><firstname>Bing</firstname><surname>Pan</surname></author>
       <author><firstname>Helene</firstname><surname>Hembrooke</surname></author>
       <author><firstname>Geri</firstname><surname>Gay</surname></author> 
   </authorgroup>
<citetitle pubwork="article">Accurately interpreting clickthrough data as implicit feedback</citetitle>

   <publisher>
      <publishername>ACM</publishername>
   </publisher>


   <artpagenums>154&#x2013;161</artpagenums> 
   <pubdate>2005</pubdate>  
   <abstract>
      <para>This paper examines the reliability of implicit feedback generated from clickthrough data in WWW search. Analyzing the users&#39; decision process using eyetracking and comparing implicit feedback against manual relevance judgments&#44; we conclude that clicks are informative but biased. While this makes the interpretation of clicks as absolute relevance judgments difficult&#44; we show that relative preferences derived from clicks are reasonably accurate on average.
      </para>
   </abstract>
</biblioentry>
<biblioentry xreflabel="Radlinski/Joachims/07a" id="Radlinski/Joachims/07a">
   <authorgroup>
       <author><firstname>F.</firstname><surname>Radlinski</surname></author>
       <author><firstname>T.</firstname><surname>Joachims</surname></author> 
   </authorgroup>
<citetitle pubwork="article">Active Exploration for Learning Rankings from&#10; Clickthrough Data</citetitle>





   <pubdate>2007</pubdate>  

</biblioentry>
<biblioentry xreflabel="radlinski2005query" id="radlinski2005query">
   <authorgroup>
       <author><firstname>F.</firstname><surname>Radlinski</surname></author>
       <author><firstname>T.</firstname><surname>Joachims</surname></author> 
   </authorgroup>
<citetitle pubwork="article">Query Chains: Learning to Rank from Implicit&#10; Feedback</citetitle>




   <artpagenums>239&#x2013;248</artpagenums> 
   <pubdate>2005</pubdate>  

</biblioentry>
</bibliography>
