Fifteen Minutes of Fame: The Dynamics of Information Access on the Web Export

@misc{citeulike:222621, abstract = {While current studies on complex networks focus on systems that change relatively slowly in time, the structure of the most visited regions of the Web is altered at the timescale from hours to days. Here we investigate the dynamics of visitation of a major news portal, representing the prototype for such a rapidly evolving network. The nodes of the network can be classified into stable nodes, that form the time independent skeleton of the portal, and news documents. The visitation of the two node classes are markedly different, the skeleton acquiring visits at a constant rate, while a news document's visitation peaking after a few hours. We find that the visitation pattern of a news document decays as a power law, in contrast with the exponential prediction provided by simple models of site visitation. This is rooted in the inhomogeneous nature of the browsing pattern characterizing individual users: the time interval between consecutive visits by the same user to the site follows a power law distribution, in contrast with the exponential expected for Poisson processes. We show that the exponent characterizing the individual user's browsing patterns determines the power-law decay in a document's visitation. Finally, our results document the fleeting quality of news and events: while fifteen minutes of fame is still an exaggeration in the online media, we find that access to most news items significantly decays after 36 hours of posting.}, archivePrefix = {arXiv}, author = {Dezso, Z. and Almaas, E. and Lukacs, A. and Racz, B. and Szakadat, I. and Barabasi, A.}, citeulike-article-id = {222621}, citeulike-linkout-0 = {http://arxiv.org/abs/physics/0505087}, citeulike-linkout-1 = {http://arxiv.org/pdf/physics/0505087}, eprint = {physics/0505087}, keywords = {browsing, powerlaw}, month = {May}, posted-at = {2008-01-22 22:20:14}, priority = {2}, title = {Fifteen Minutes of Fame: The Dynamics of Information Access on the Web}, url = {http://arxiv.org/abs/physics/0505087}, year = {2005} }

TY - ELEC ID - citeulike:222621 L3 - citeulike-article-id:222621 N2 - While current studies on complex networks focus on systems that change relatively slowly in time, the structure of the most visited regions of the Web is altered at the timescale from hours to days. Here we investigate the dynamics of visitation of a major news portal, representing the prototype for such a rapidly evolving network. The nodes of the network can be classified into stable nodes, that form the time independent skeleton of the portal, and news documents. The visitation of the two node classes are markedly different, the skeleton acquiring visits at a constant rate, while a news document's visitation peaking after a few hours. We find that the visitation pattern of a news document decays as a power law, in contrast with the exponential prediction provided by simple models of site visitation. This is rooted in the inhomogeneous nature of the browsing pattern characterizing individual users: the time interval between consecutive visits by the same user to the site follows a power law distribution, in contrast with the exponential expected for Poisson processes. We show that the exponent characterizing the individual user's browsing patterns determines the power-law decay in a document's visitation. Finally, our results document the fleeting quality of news and events: while fifteen minutes of fame is still an exaggeration in the online media, we find that access to most news items significantly decays after 36 hours of posting. TI - Fifteen Minutes of Fame: The Dynamics of Information Access on the Web KW - browsing KW - powerlaw AU - Dezso, Z AU - Almaas, E AU - Lukacs, A AU - Racz, B AU - Szakadat, I AU - Barabasi, A PY - 2005/05/12/ UR - http://arxiv.org/abs/physics/0505087 ER -