%0 Book Section %1 statphys23_0741 %A Eom, Y. %A Jeon, C. %A Kahng, B. %A Jeong, H. %B Abstract Book of the XXIII IUPAP International Conference on Statistical Physics %C Genova, Italy %D 2007 %E Pietronero, Luciano %E Loreto, Vittorio %E Zapperi, Stefano %K evolution network networks statphys23 topic-11 weighted %T Evolution Mechanisms of Weighted Complex networks : Growth and Reinforcement %U http://st23.statphys23.org/webservices/abstract/preview_pop.php?ID_PAPER=741 %X Network evolution is a key issue of network study to understand design principle underlying network organization . We investigate the evolution mechanisms of weighted networks by analyzing time-dependent data of real weighted networks. We find power-law growth rates of networks and identify generalized kernel functions which drive network evolution. Based on observed results, we propose an evolving weighted network model. Our model successfully reproduce strength, degree and weight distributions of real networks. In addition, we study weight-topology correlations in model and real weighted networks.

@incollection{statphys23_0741, abstract = {Network evolution is a key issue of network study to understand design principle underlying network organization . We investigate the evolution mechanisms of weighted networks by analyzing time-dependent data of real weighted networks. We find power-law growth rates of networks and identify generalized kernel functions which drive network evolution. Based on observed results, we propose an evolving weighted network model. Our model successfully reproduce strength, degree and weight distributions of real networks. In addition, we study weight-topology correlations in model and real weighted networks.}, added-at = {2007-06-20T10:16:09.000+0200}, address = {Genova, Italy}, author = {Eom, Y. and Jeon, C. and Kahng, B. and Jeong, H.}, biburl = {https://www.bibsonomy.org/bibtex/2240224d572eb5653f15e378a70ca30c2/statphys23}, booktitle = {Abstract Book of the XXIII IUPAP International Conference on Statistical Physics}, editor = {Pietronero, Luciano and Loreto, Vittorio and Zapperi, Stefano}, interhash = {b0ecb118d5907080511dc3259b889fc8}, intrahash = {240224d572eb5653f15e378a70ca30c2}, keywords = {evolution network networks statphys23 topic-11 weighted}, month = {9-13 July}, timestamp = {2007-06-20T10:16:28.000+0200}, title = {Evolution Mechanisms of Weighted Complex networks : Growth and Reinforcement}, url = {http://st23.statphys23.org/webservices/abstract/preview_pop.php?ID_PAPER=741}, year = 2007 }