By Przemyslaw A. Grabowicz, José J. Ramasco, Víctor M. Eguíluz (auth.), Animesh Mukherjee, Monojit Choudhury, Fernando Peruani, Niloy Ganguly, Bivas Mitra (eds.)
This self-contained e-book systematically explores the statistical dynamics on and of advanced networks with a different specialize in time-varying networks. within the continually altering sleek international, there's an pressing have to comprehend difficulties regarding platforms that dynamically evolve in both constitution or functionality, or either. This paintings is an try and handle such difficulties within the framework of complicated networks.
Dynamics on and of complicated Networks, quantity 2: purposes to Time-Varying Dynamical platforms is a suite of surveys and state-of-the-art study contributions exploring key matters, demanding situations, and features of dynamical networks that emerge in a variety of complicated structures. towards this aim, the paintings is thematically geared up into 3 major sections with the first thrust on time-varying networks: half I stories social dynamics; half II specializes in neighborhood id; and half III illustrates diffusion processes.
The contributed chapters during this quantity are meant to advertise cross-fertilization in different learn components and should be beneficial to rookies within the box, skilled researchers, practitioners, and graduate scholars drawn to pursuing study in dynamical networks with functions to desktop technology, statistical physics, nonlinear dynamics, linguistics, and the social sciences.
This quantity follows Dynamics On and Of complicated Networks: functions to Biology, desktop technology, and the Social Sciences (2009), ISBN 978-0-8176-4750-6.
Read or Download Dynamics On and Of Complex Networks, Volume 2: Applications to Time-Varying Dynamical Systems PDF
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Extra info for Dynamics On and Of Complex Networks, Volume 2: Applications to Time-Varying Dynamical Systems
Tomkins, J. Wiener, Graph structure in the web: experiments and models, in Proceedings of the 9th International World Wide Web Conference (WWW’00), Amsterdam, 2000  A. P. Servedio, F. S. Buriol, D. Donato, S. Leonardi, G. Caldarelli, Preferential attachment in the growth of social networks: the internet encyclopedia Wikipedia. Phys. Rev. E, American Physical Society, College Park, MD 74, 036116-1–0361166 (2006)  H. Chang, S. Jamin, W. Willinger, To peer or not to peer: modeling the evolution of the internet’s AS-level topology, in Proceedings of the 25th Conference on Computer Communications (INFOCOM’06), Barcelona, Spain, 2006  N.
Focusing on the 5,043 users not previously discovered by our crawl, we conducted a BFS starting at each user to determine whether or not they could reach our set of previously crawled users. 0%) of the missed users could reach our crawled set and were definitively in the WCC. 7% of these have no forward links suggests that many are not connected at all. Thus, we believe that our crawl of the large WCC, although not complete, covers a large fraction of the users who are part of the WCC. Further, our experience with the randomly generated Flickr user identifiers indicates that (at least for Flickr) the nodes not in the largest WCC tend to have very low degree—in fact, almost 90% of them have no outgoing links at all.
The YouTube-D dataset represents the growth of a directed network over a period of 36 days. During that period of daily growth observations, we observed over 540,000 new links being formed and discovered over 130,000 new users. This represents, relative to the initial network snapshot, over 13% growth in the number of users and over 12% growth in the number of links. The YouTube-U dataset represents the growth of an undirected network over a period of 165 days. 8 million users. This represents, relative to the initial network snapshot, over 129% growth in the number of users and over 173% growth in the number of links.
Dynamics On and Of Complex Networks, Volume 2: Applications to Time-Varying Dynamical Systems by Przemyslaw A. Grabowicz, José J. Ramasco, Víctor M. Eguíluz (auth.), Animesh Mukherjee, Monojit Choudhury, Fernando Peruani, Niloy Ganguly, Bivas Mitra (eds.)