The Intelligent Surfer: Probabilistic Combination of Link and Content Information in PageRank Export

@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 ...}, author = {Richardson, Mathew and Domingos, Pedro}, booktitle = {Advances in Neural Information Processing Systems 14}, citeulike-article-id = {339335}, citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.21.6917}, keywords = {ir, link\_analysis, next-generation, pagerank, ranking, web-search}, posted-at = {2008-03-28 16:02:38}, priority = {2}, publisher = {MIT Press}, 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://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.21.6917}, year = {2002} }

TY - CONF ID - citeulike:339335 L3 - citeulike-article-id:339335 N2 - 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 ... TI - The {I}ntelligent {S}urfer: {P}robabilistic {C}ombination of {L}ink and {C}ontent {I}nformation in {P}age{R}ank PB - MIT Press T2 - Advances in Neural Information Processing Systems 14 KW - ir KW - link_analysis KW - next-generation KW - pagerank KW - ranking KW - web-search AU - Richardson, Mathew AU - Domingos, Pedro PY - 2002/// UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.21.6917 ER -