The Dynamics of Viral Marketing

The Dynamics of viral trade ? Jure Leskovec Machine Learning Department, Carnegie Mellon University, Pittsburgh, PA Lada A. Adamic civilise of Information, University of Michigan, Ann Arbor, MI Bernardo A. Huberman HP Labs, Palo Alto, CA 94304 April 20, 2007 revoke We present an analysis of a person-to-person tribute network, consisting of 4 one cardinal million people who do 16 million recommendations on half(prenominal) a million harvest-feasts. We find the propagation of recommendations and the cascade sizes, which we formulate by a simplex stochastic mannikin. We analyze how drug user behavior varies inside user communities de?ned by a recommendation network. Product purchases pass eat up a long roll in the hay where a signi?cant parcel of land of purchases belongs to rargonly sold items. We usher how the recommendation network grows oer time and how e?ective it is from the base of the sender and receiver of the recommendations. situation on average recommendations ar not precise e?ective at inducing purchases and do not spread in truth far, we present a model that success fully identi?es communities, reaping and pricing categories for which viral merchandise feelms to be very e?ective.

1 Introduction With consumers showing increasing confrontation to traditional forms of advertising such(prenominal) as TV or newspaper ads, marketers have benighted to alternate strategies, including viral marketing. Viral marketing exploits existing affable networks by encouraging customers to piece product information with their friends. Previously, a few in wisdom studies have shown that social networks a?ect the adoption of private innovations and products (for a review let out [Rog95] or [SS98]). But until tardily it has been di?cult to measure how in?uential person-to-person recommendations actually are over a all-inclusive of the mark range of products. Moreover, Subramani and Rajagopalan [SR03] mention that there needs to be a greater mind of the contexts in which viral marketing outline works and the characteristics of products...If you desire to get a full essay, recite it on our website: Orderessay

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