The link prediction problem for social networks Export

@inproceedings{citeulike:595771, abstract = {Given a snapshot of a social network, can we infer which new interactions among its members are likely to occur in the near future? We formalize this question as the link prediction problem , and develop approaches to link prediction based on measures the "proximity" of nodes in a network. Experiments on large co-authorship networks suggest that information about future interactions can be extracted from network topology alone, and that fairly subtle measures for detecting node proximity can outperform more direct measures.}, address = {New York, NY, USA}, author = {Nowell, David L. and Kleinberg, Jon}, booktitle = {CIKM '03: Proceedings of the twelfth international conference on Information and knowledge management}, citeulike-article-id = {595771}, citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=956972}, citeulike-linkout-1 = {http://dx.doi.org/10.1145/956863.956972}, doi = {10.1145/956863.956972}, isbn = {1-58113-723-0}, keywords = {link-prediction, link-recommendation, social-networks, yrbcn}, location = {New Orleans, LA, USA}, pages = {556--559}, posted-at = {2008-05-16 14:56:06}, priority = {2}, publisher = {ACM}, title = {The link prediction problem for social networks}, url = {http://dx.doi.org/10.1145/956863.956972}, year = {2003} }

TY - CONF ID - citeulike:595771 L3 - citeulike-article-id:595771 N2 - Given a snapshot of a social network, can we infer which new interactions among its members are likely to occur in the near future? We formalize this question as the link prediction problem , and develop approaches to link prediction based on measures the "proximity" of nodes in a network. Experiments on large co-authorship networks suggest that information about future interactions can be extracted from network topology alone, and that fairly subtle measures for detecting node proximity can outperform more direct measures. CY - New Orleans, LA, USA SN - 1-58113-723-0 AD - New York, NY, USA EP - 559 TI - The link prediction problem for social networks PB - ACM T2 - CIKM '03: Proceedings of the twelfth international conference on Information and knowledge management SP - 556 KW - link-prediction KW - link-recommendation KW - social-networks KW - yrbcn AU - Nowell, David AU - Kleinberg, Jon PY - 2003/// UR - http://dx.doi.org/10.1145/956863.956972 ER -