@techreport{antonellis2011navigating, abstract = {We propose to integrate various pieces of information about a web page (search queries, social annotations, terms extracted from the pagetext) into a navigational menu. This menu displays an auxiliary set of tags (navigational tags) selected with the goal of helping user navigation. We propose a novel framework (navigational utility) for comparing different tag selection methods. We also investigate which source of tags is more suitable for our scenario and we conclude that tags extracted from search queries (query tags) are more appropriate.}, author = {Antonellis, Ioannis and Karim, Jawed and Garcia-Molina, Hector}, institution = {Stanford University}, interhash = {bed616d711587f01598c6ea645e36a33}, intrahash = {defb921ef0fc05065943e008cce6dd0e}, publisher = {Stanford InfoLab}, title = {Navigating the Web with Query Tags}, type = {Technical Report}, url = {http://ilpubs.stanford.edu:8090/943/}, year = 2011 } @inproceedings{antonellis2009tagging, abstract = {Web search queries capture the information need of search engine users. Search engines store these queries in their logs and analyze them to guide their search results.In this work, we argue that not only a search engine can benefit from data stored in these logs, but also the web users. We first show how clickthrough logs can be collected in a distributed fashion using the http referer field in web server access logs. We then perform a set of experiments to study the information value of search engine queries when treated as "tags" or "labels" for the web pages that both appear as a result and the user actually clicks on. We ask how much extra information these query tags provide for web pagesby comparing them to tags from the del.icio.us bookmarking site and to the pagetext. We find that query tags can provide substantially many (on average 250 tags per URL), new tags (on average 125 tags per URL are not present in the pagetext) for a large fraction of the Web.}, address = {New York, NY, USA}, author = {Antonellis, Ioannis and Garcia-Molina, Hector and Karim, Jawed}, booktitle = {WSDM (Late Breaking-Results)}, crossref = {conf/wsdm/2009}, date = {2009-03-12}, editor = {Baeza-Yates, Ricardo A. and Boldi, Paolo and Ribeiro-Neto, Berthier A. and Cambazoglu, Berkant Barla}, interhash = {d7009d789ebc4efe38749a1078a06086}, intrahash = {70539954a20f7d03a1f21764ff62c0ff}, isbn = {978-1-60558-390-7}, publisher = {ACM}, title = {Tagging with Queries: How and Why?}, url = {http://www.wsdm2009.org/wsdm2009_antonellis.pdf}, year = 2009 } @inproceedings{antonellis2009tagging, abstract = {Web search queries capture the information need of search engine users. Search engines store these queries in their logs and analyze them to guide their search results. In this work, we argue that not only a search engine can benefit from data stored in these logs, but also the web users. We first show how clickthrough logs can be collected in a distributed fashion using the http referer field in web server access logs. We then perform a set of experiments to study the information value of search engine queries when treated as "tags" or "labels" for the web pages that both appear as a result and the user actually clicks on. We ask how much extra information these query tags provide for web pages by comparing them to tags from the del.icio.us bookmarking site and to the pagetext. We find that query tags can provide substantially many (on average 250 tags per URL), new tags (on average 125 tags per URL are not present in the pagetext) for a large fraction of the Web.}, address = {New York, NY, USA}, author = {Antonellis, Ioannis and Garcia-Molina, Hector and Karim, Jawed}, booktitle = {WSDM (Late Breaking-Results)}, crossref = {conf/wsdm/2009}, date = {2009-03-12}, editor = {Baeza-Yates, Ricardo A. and Boldi, Paolo and Ribeiro-Neto, Berthier A. and Cambazoglu, Berkant Barla}, interhash = {d7009d789ebc4efe38749a1078a06086}, intrahash = {70539954a20f7d03a1f21764ff62c0ff}, isbn = {978-1-60558-390-7}, publisher = {ACM}, title = {Tagging with Queries: How and Why?}, url = {http://www.wsdm2009.org/wsdm2009_antonellis.pdf}, year = 2009 } @inproceedings{conf/wsdm/AntonellisGK09, author = {Antonellis, Ioannis and Garcia-Molina, Hector and Karim, Jawed}, booktitle = {WSDM (Late Breaking-Results)}, crossref = {conf/wsdm/2009}, date = {2009-03-12}, editor = {Baeza-Yates, Ricardo A. and Boldi, Paolo and Ribeiro-Neto, Berthier A. and Cambazoglu, Berkant Barla}, ee = {http://www.wsdm2009.org/wsdm2009_antonellis.pdf}, interhash = {d7009d789ebc4efe38749a1078a06086}, intrahash = {70539954a20f7d03a1f21764ff62c0ff}, isbn = {978-1-60558-390-7}, publisher = {ACM}, title = {Tagging with Queries: How and Why?}, url = {http://dblp.uni-trier.de/db/conf/wsdm/wsdm2009.html#AntonellisGK09}, year = 2009 }