The era of globalization is the era of connectedness. This reality represents an increasingly troubling challenge to traditional theories and models of social systems, which assume the independence of individuals from their broader social milieu. Going be
physics/0605087 [abs, ps, pdf, other] :
Title: Finding community structure in networks using the eigenvectors of matrices
Authors: M. E. J. Newman
Comments: 22 pages, 8 figures, minor corrections in this version
Subj-class: Data Analysis, Statistics and Probability; Physics and Society; Statistical Mechanics
Journal-ref: Phys. Rev. E 74, 036104 (2006)
M. Atzmueller, and F. Mitzlaff. Lorentz Workshop on Mining Patterns and Subgroups, Lorentz Center, Leiden, The Netherlands. Awarded with the Best Discovery Award, (2010)
Y. Han, and J. Tang. Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, page 407--416. New York, NY, USA, ACM, (2015)
M. Atzmueller, and F. Mitzlaff. Workshop on Mining Patterns and Subgroups, Lorentz Center, Leiden, The Netherlands. Awarded with the Best Discovery Award, (2010)
J. Scripps, P. Tan, and A. Esfahanian. Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 Workshop on Web Mining and Social Network Analysis, page 26--35. New York, NY, USA, ACM, (2007)
A. Mislove, B. Viswanath, K. Gummadi, and P. Druschel. Proceedings of the Third ACM International Conference on Web Search and Data Mining, page 251--260. New York, NY, USA, ACM, (2010)
J. Yang, and J. Leskovec. Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, page 587--596. New York, NY, USA, ACM, (2013)
D. Schall, and F. Skopik. Proceedings of the 15th international conference on Advances in databases and information systems, page 285--301. Berlin, Heidelberg, Springer-Verlag, (2011)
M. Atzmueller, and F. Mitzlaff. Workshop on Mining Patterns and Subgroups, Lorentz Center, Leiden, The Netherlands. Awarded with the Best Discovery Award, (2010)
J. Scripps, P. Tan, and A. Esfahanian. Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis, page 26--35. New York, NY, USA, ACM, (2007)
M. Atzmueller, and F. Mitzlaff. Lorentz Workshop on Mining Patterns and Subgroups, Lorentz Center, Leiden, The Netherlands. Awarded with the Best Discovery Award, (2010)
B. Wellman. SIGCPR '96: Proceedings of the 1996 ACM SIGCPR/SIGMIS conference on Computer personnel research, page 1-11. New York, NY, USA, ACM Press, (1996)
M. Toyoda, and M. Kitsuregawa. HYPERTEXT '01: Proceedings of the twelfth ACM conference on Hypertext and Hypermedia, page 103--112. New York, NY, USA, ACM Press, (2001)
G. Flake, S. Lawrence, and L. Giles. KDD '00: Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, page 150--160. New York, NY, USA, ACM Press, (2000)
C. Faloutsos, K. Mccurley, and A. Tomkins. KDD '04: Proceedings of the 2004 ACM SIGKDD international conference on Knowledge discovery and data mining, page 118--127. New York, NY, USA, ACM Press, (2004)
R. Almeida, and V. Almeida. WWW '04: Proceedings of the 13th international conference on World Wide Web, page 413--421. New York, NY, USA, ACM Press, (2004)
R. Ghani, S. Slattery, and Y. Yang. ICML '01: Proceedings of the Eighteenth International Conference on Machine Learning, page 178--185. San Francisco, CA, USA, Morgan Kaufmann Publishers Inc., (2001)
G. Flake, S. Lawrence, and C. Giles. KDD '00: Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, page 150--160. New York, NY, USA, ACM Press, (2000)
K. Lawrence, and m. c. schraefel. WWW '06: Proceedings of the 15th international conference on World Wide Web, page 153--162. New York, NY, USA, ACM Press, (2006)
P. Ludford, D. Cosley, D. Frankowski, and L. Terveen. CHI '04: Proceedings of the SIGCHI conference on Human factors in computing systems, page 631--638. New York, NY, USA, ACM Press, (2004)
D. Bonacci. Interdisciplinary Description of Complex Systems (INDECS), 2 (2):
126-135(2004)available at http://ideas.repec.org/a/zna/indecs/v2y2004i1p126-135.html.