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  <rdfs:comment>BibSonomy publications for/author/Joachims/clickthrough</rdfs:comment>
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  <rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/238c84b26177b6c8b22c6016bc22ab18c/mkroell">
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    <swrc:address>New York, NY, USA</swrc:address><swrc:booktitle>SIGIR &#039;05: Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval</swrc:booktitle><swrc:pages>154--161</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:title>Accurately interpreting clickthrough data as implicit feedback</swrc:title><swrc:year>2005</swrc:year><swrc:keywords>clickthrough feedback toread </swrc:keywords><swrc:date>2008-09-22 10:56:57.0</swrc:date><swrc:abstract>This paper examines the reliability of implicit feedback generated from clickthrough data in WWW search. Analyzing the users&#039; decision process using eyetracking and comparing implicit feedback against manual relevance judgments, we conclude that clicks are informative but biased. While this makes the interpretation of clicks as absolute relevance judgments difficult, we show that relative preferences derived from clicks are reasonably accurate on average.</swrc:abstract><swrc:hasExtraField>
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  <rdf:_1><swrc:Person swrc:name="Thorsten Joachims" /></rdf:_1>
  <rdf:_2><swrc:Person swrc:name="Laura Granka" /></rdf:_2>
  <rdf:_3><swrc:Person swrc:name="Bing Pan" /></rdf:_3>
  <rdf:_4><swrc:Person swrc:name="Helene Hembrooke" /></rdf:_4>
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    <swrc:booktitle>ACM SIGKDD International Conference On Knowledge

                  Discovery and Data Mining (KDD)</swrc:booktitle><swrc:title>Active Exploration for Learning Rankings from

                  Clickthrough Data</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>TREC clickthrough learning rankings </swrc:keywords><swrc:date>2007-10-17 14:35:49.0</swrc:date><swrc:author>
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  <rdf:_1><swrc:Person swrc:name="F. Radlinski" /></rdf:_1>
  <rdf:_2><swrc:Person swrc:name="T. Joachims" /></rdf:_2>
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    <swrc:booktitle>ACM SIGKDD International Conference On Knowledge

                  Discovery and Data Mining (KDD)</swrc:booktitle><swrc:pages>239--248</swrc:pages><swrc:title>Query Chains: Learning to Rank from Implicit

                  Feedback</swrc:title><swrc:year>2005</swrc:year><swrc:keywords>clickthrough learning query-chains ranking svm </swrc:keywords><swrc:date>2007-10-17 14:26:23.0</swrc:date><swrc:author>
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  <rdf:_1><swrc:Person swrc:name="F. Radlinski" /></rdf:_1>
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    <swrc:booktitle>\cite{KDD2002}</swrc:booktitle><swrc:pages>133--142</swrc:pages><swrc:title>Optimizing Search Engines using Clickthrough Data</swrc:title><swrc:year>2002</swrc:year><swrc:keywords>clickthrough data engines optimizing search </swrc:keywords><swrc:date>2005-12-20 20:21:42.0</swrc:date><swrc:hasExtraField>
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