%0 Journal Article %1 Kleinberg1999Authoritative %A Kleinberg, Jon %C New York, NY, USA %D 1999 %I ACM %J J. ACM %K authority, hubs, search, www networks %N 5 %P 604--632 %R 10.1145/324133.324140 %T Authoritative Sources in a Hyperlinked Environment %U http://dx.doi.org/10.1145/324133.324140 %V 46 %X 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 ” authorative” 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 ” hub pages” 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.

@article{Kleinberg1999Authoritative, abstract = {{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 ” authorative” 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 ” hub pages” 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.}}, added-at = {2019-06-10T14:53:09.000+0200}, address = {New York, NY, USA}, author = {Kleinberg, Jon}, biburl = {https://www.bibsonomy.org/bibtex/2bc474dd4d30c4e47fa0be469b30f6a17/nonancourt}, citeulike-article-id = {102}, citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=324140}, citeulike-linkout-1 = {http://dx.doi.org/10.1145/324133.324140}, day = 1, doi = {10.1145/324133.324140}, interhash = {48a48add3cba613f07df1e9b56278b85}, intrahash = {bc474dd4d30c4e47fa0be469b30f6a17}, issn = {0004-5411}, journal = {J. ACM}, keywords = {authority, hubs, search, www networks}, month = sep, number = 5, pages = {604--632}, posted-at = {2010-06-08 10:24:35}, priority = {2}, publisher = {ACM}, timestamp = {2019-07-31T12:26:38.000+0200}, title = {{Authoritative Sources in a Hyperlinked Environment}}, url = {http://dx.doi.org/10.1145/324133.324140}, volume = 46, year = 1999 }