%0 Conference Paper %1 citeulike:339335 %A Richardson, Mathew %A Domingos, Pedro %B Advances in Neural Information Processing Systems 14 %D 2002 %I MIT Press %K intelligent\_surfer, nips, pagerank, search, web %T The Intelligent Surfer: Probabilistic Combination of Link and Content Information in PageRank %U http://citeseer.ist.psu.edu/460350.html %X The PageRank algorithm, used in the Google search engine, greatly improves the results of Web search by taking into account the link structure of the Web. PageRank assigns to a page a score proportional to the number of times a random surfer would visit that page, if it surfed indefinitely from page to page, following all outlinks from a page with equal probability. We propose to improve PageRank by using a more intelligent surfer, one that is guided by a probabilistic model of the relevance of ...

@inproceedings{citeulike:339335, abstract = {The PageRank algorithm, used in the Google search engine, greatly improves the results of Web search by taking into account the link structure of the Web. PageRank assigns to a page a score proportional to the number of times a random surfer would visit that page, if it surfed indefinitely from page to page, following all outlinks from a page with equal probability. We propose to improve PageRank by using a more intelligent surfer, one that is guided by a probabilistic model of the relevance of ...}, added-at = {2008-06-17T16:01:02.000+0200}, author = {Richardson, Mathew and Domingos, Pedro}, biburl = {https://www.bibsonomy.org/bibtex/22d3a1eb27ba9e89550d7153c2ccc068f/pprett}, booktitle = {Advances in Neural Information Processing Systems 14}, citeulike-article-id = {339335}, comment = {Introduces the intelligent surfer model. In contrast to the random surfer model (pagerank), the intelligent surfer model has non-uniform transition probabilities. The tranistion probabilities are based on a combination of link and content information. To my knowledge there exists no application which utilizes the model. Very interesting (even counterintuitive) is the fact that the paper has been published at NIPS.}, interhash = {e9ea07baa8cea5e1049921b2d2c16266}, intrahash = {2d3a1eb27ba9e89550d7153c2ccc068f}, keywords = {intelligent\_surfer, nips, pagerank, search, web}, posted-at = {2008-05-15 13:32:58}, priority = {0}, publisher = {MIT Press}, timestamp = {2008-06-17T16:01:07.000+0200}, title = {The {I}ntelligent {S}urfer: {P}robabilistic {C}ombination of {L}ink and {C}ontent {I}nformation in {P}age{R}ank}, url = {http://citeseer.ist.psu.edu/460350.html}, year = 2002 }