%0 Journal Article %1 kleinberg1999authoritative %A Kleinberg, Jon M. %C New York, NY, USA %D 1999 %I ACM %J J. ACM %K authorities hits hubs kleinberg sna %P 604--632 %R 10.1145/324133.324140 %T Authoritative sources in a hyperlinked environment %U http://doi.acm.org/10.1145/324133.324140 %V 46 %X <par>The network structure of a hyperlinked environment can be a rich source of information about the content of the environment, provided we have effective means for understanding it. We develop a set of algorithmic tools for extracting information from the link structures of such environments, and report on experiments that demonstrate their effectiveness in a variety of context on the World Wide Web. The central issue we address within our framework is the distillation of broad search topics, through the discovery of &ldquo;authorative&rdquo; information sources on such topics. We propose and test an algorithmic formulation of the notion of authority, based on the relationship between a set of relevant authoritative pages and the set of &ldquo;hub pages&rdquo; that join them together in the link structure. Our formulation has connections to the eigenvectors of certain matrices associated with the link graph; these connections in turn motivate additional heuristrics for link-based analysis.</par>

@article{kleinberg1999authoritative, abstract = {<par>The network structure of a hyperlinked environment can be a rich source of information about the content of the environment, provided we have effective means for understanding it. We develop a set of algorithmic tools for extracting information from the link structures of such environments, and report on experiments that demonstrate their effectiveness in a variety of context on the World Wide Web. The central issue we address within our framework is the distillation of broad search topics, through the discovery of &ldquo;authorative&rdquo; information sources on such topics. We propose and test an algorithmic formulation of the notion of authority, based on the relationship between a set of relevant authoritative pages and the set of &ldquo;hub pages&rdquo; that join them together in the link structure. Our formulation has connections to the eigenvectors of certain matrices associated with the link graph; these connections in turn motivate additional heuristrics for link-based analysis.</par>}, acmid = {324140}, added-at = {2011-12-20T19:13:16.000+0100}, address = {New York, NY, USA}, author = {Kleinberg, Jon M.}, biburl = {https://www.bibsonomy.org/bibtex/216d697dadb4743613449792e72b434b7/sdo}, description = {Authoritative sources in a hyperlinked environment}, doi = {10.1145/324133.324140}, interhash = {48a48add3cba613f07df1e9b56278b85}, intrahash = {16d697dadb4743613449792e72b434b7}, issn = {0004-5411}, issue = {5}, journal = {J. ACM}, keywords = {authorities hits hubs kleinberg sna}, month = {September}, numpages = {29}, pages = {604--632}, publisher = {ACM}, timestamp = {2011-12-22T22:05:27.000+0100}, title = {Authoritative sources in a hyperlinked environment}, url = {http://doi.acm.org/10.1145/324133.324140}, volume = 46, year = 1999 }