Dynamics On and Of Complex Networks, Volume 2: Applications - download pdf or read online

By Przemyslaw A. Grabowicz, José J. Ramasco, Víctor M. Eguíluz (auth.), Animesh Mukherjee, Monojit Choudhury, Fernando Peruani, Niloy Ganguly, Bivas Mitra (eds.)

ISBN-10: 1461467284

ISBN-13: 9781461467281

ISBN-10: 1461467292

ISBN-13: 9781461467298

This self-contained e-book systematically explores the statistical dynamics on and of complicated networks with a distinct specialize in time-varying networks. within the continuously altering sleek international, there's an pressing have to comprehend difficulties with regards to structures that dynamically evolve in both constitution or functionality, or either. This paintings is an try and deal with such difficulties within the framework of complicated networks.

Dynamics on and of complicated Networks, quantity 2: functions to Time-Varying Dynamical platforms is a suite of surveys and state of the art learn contributions exploring key concerns, demanding situations, and features of dynamical networks that emerge in a number 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 makes a speciality of neighborhood id; and half III illustrates diffusion processes.

The contributed chapters during this quantity are meant to advertise cross-fertilization in numerous study parts and may be worthy to novices within the box, skilled researchers, practitioners, and graduate scholars attracted to pursuing examine in dynamical networks with purposes to desktop technology, statistical physics, nonlinear dynamics, linguistics, and the social sciences.

This quantity follows Dynamics On and Of advanced Networks: functions to Biology, computing device technological know-how, and the Social Sciences (2009), ISBN 978-0-8176-4750-6.

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Extra resources for Dynamics On and Of Complex Networks, Volume 2: Applications to Time-Varying Dynamical Systems

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Brin, R. Motwani, T. Winograd, The pagerank citation ranking: bringing order to the web. Technical Report, Stanford University, 1998 [29] M. Peltom¨aki, M. Alava, Correlations in bipartite collaboration networks. J. Stat. G. S. Thorp, Computer Relaying for Power Systems (Wiley, New York, NY, 1988) [31] J. Saramaki, K. Kaski, Scale-free networks generated by random walkers. Phys. A 341, 80 (2004) [32] A. V´asquez, Growing network with local rules: Preferential attachment, clustering hierarchy, and degree correlations.

Adamic, The role of social networks in information diffusion, in Proceedings of the 21st International Conference on World Wide Web - WWW ’12 (ACM, New York, 2012), p. L. Iribarren, E. Moro, Soc. V. E. Campbell, Soc. Forces 63, 482 (1984) W. Galuba, K. Aberer, D. Chakraborty, Z. Despotovic, W. Kellerer, Outtweeting the twitterers-predicting information cascades in microblogs, in Proceedings of the 3rd Conference on Online Social Networks (USENIX Association, 2010) C. Honeycutt, S. Herring, Beyond microblogging: conversation and collaboration via twitter, in 42st Hawaii International Conference on Systems Science, ed.

All networks showed a stronger bias towards proximity between new sources and destinations than would have been predicted by preferential attachment. Upon closer examination of these links, we found that no single proximity model we examined appears to accurately predict this proximity across all networks, suggesting that further research into growth mechanisms is necessary. In the next section, we discuss some of these future directions and describe the implications of our findings. 5 Discussion In this paper, we have used empirical growth data from multiple large-scale complex networks to test if previously proposed growth models actually are at play in these networks.

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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.)


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