Patterns of influence in a recommendation network

by: J Leskovec, A Singh, J Kleinberg

(2005)

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Abstract

Information cascades are phenomena in which individuals adopt a new action or idea due to influence by others. As such a process spreads through an underlying social network, it can result in widespread adoption overall. We consider information cascades in the context of recommendations, and in particular study the patterns of cascading recommendations that arise in large social networks. We investigate a large person-to-person recommendation network, consisting of four million people...

@misc{citeulike:1217995, abstract = {Information cascades are phenomena in which individuals adopt a new action or idea due to influence by others. As such a process spreads through an underlying social network, it can result in widespread adoption overall. We consider information cascades in the context of recommendations, and in particular study the patterns of cascading recommendations that arise in large social networks. We investigate a large person-to-person recommendation network, consisting of four million people...}, author = {Leskovec, J. and Singh, A. and Kleinberg, J. }, citeulike-article-id = {1217995}, keywords = {collaborative, collaborative-filtering, network, pattern, patterns, recommendation, social, socialnetwork, social-network}, posted-at = {2007-11-20 22:20:45}, priority = {2}, title = {Patterns of influence in a recommendation network}, url = {http://citeseer.ist.psu.edu/leskovec05patterns.html}, year = {2005} }

RIS record

TY - GEN ID - citeulike:1217995 L3 - citeulike-article-id:1217995 TI - Patterns of influence in a recommendation network N2 - Information cascades are phenomena in which individuals adopt a new action or idea due to influence by others. As such a process spreads through an underlying social network, it can result in widespread adoption overall. We consider information cascades in the context of recommendations, and in particular study the patterns of cascading recommendations that arise in large social networks. We investigate a large person-to-person recommendation network, consisting of four million people... KW - collaborative KW - collaborative-filtering KW - network KW - pattern KW - patterns KW - recommendation KW - social KW - socialnetwork KW - social-network AU - Leskovec, J AU - Singh, A AU - Kleinberg, J PY - 2005/// UR - http://citeseer.ist.psu.edu/leskovec05patterns.html ER -

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