Characterizing and Modeling the Structure of Competition Networks
Bo Yang, Hecheng Wang
DOI: 10.4236/jssm.2011.41002   PDF    HTML     6,680 Downloads   10,938 Views   Citations


Not similar with the current interest on collaboration networks research, the focus in this paper is competition networks. The topology of a firm competition network has been investigated empirically and theoretically. We have found that four fundamental characteristics emerge simultaneously in the competition network, including hierarchical modularity, positive degree correlation, power-law degree distribution and self-similarity. The theoretical model we proposed can predict these structural patterns successfully. The obtained results are significant for further network analysis of the omnipresent competitive phenomena.

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B. Yang and H. Wang, "Characterizing and Modeling the Structure of Competition Networks," Journal of Service Science and Management, Vol. 4 No. 1, 2011, pp. 8-14. doi: 10.4236/jssm.2011.41002.

Conflicts of Interest

The authors declare no conflicts of interest.


[1] M. E. J. Newman, “The Structure and Function of Complex Networks,” SIAM Review, Vol. 45, No. 2, 2003, pp. 167-256. doi:10.1137/S003614450342480
[2] R. Albert and A.-L. Barabasi, “Statistical Mechanics of Complex Networks,” Reviews of Modern Physics, Vol. 74, No. 1, 2002, pp. 47-97. doi:10.1103/RevModPhys.74.47
[3] D. J. Watts, “The “New” Science of Networks,” Annual Review of Sociology, Vol. 30, 2004, pp. 243-270. doi:10.1146/annurev.soc.30.020404.104342
[4] M. E. J. Newman, “The Structure of Scientific Collaboration Networks”, Proceedings of the National Academy of Sciences, USA, Vol. 98, No. 2, 2001, pp. 404-409. doi:10.1073/pnas.021544898
[5] M. Riccaboni and F. Pammolli, “On Firm Growth in Networks”, Research Policy, Vol. 31, No. 8-9, 2002, pp. 1405-1416. doi:10.1016/S0048-7333(02)00071-9
[6] M. Parhi, “Dynamics of Inter-Firm Linkages in Indian Auto Component Industry: A Social Network Analysis,” DRUID Winter Conference, Denmark, January 2005.
[7] X. Guardiola, A. Diaz-Guilera, C. J. Perez, A. Arenas and M. Llas, “Modelling Diffusion of Innovations in a Social Network,” Physical Review E, Vol. 66, No. 2, 2002. doi:10.1103/PhysRevE.66.026121
[8] A. Arenas, A. Daz-Guilera, C. J. Prez and F. Vega- Redondo, “Self-organized Evolution in Socio-economic Environments,” Physical Review E, Vol. 61, No. 4, 2000, pp. 3466-3469. doi:10.1103/PhysRevE.61.3466
[9] D. R. Gnyawali and R. Madhavan, “Cooperative Networks and Competitive Dynamics: A Structural Embeddedness Perspective,” Academy of Management review, Vol. 26, No. 3, 2001, pp. 431-445. doi:10.2307/259186
[10] B. Uzzi, “Social Structure and Competition in Interfirm Networks: The Paradox of Embeddedness,” Administrative Science Quarterly, Vol. 42, No. 1, 1997, pp. 35-67. doi:10.2307/2393808
[11] M. Granovetter, “Economic Action and Social Structure: The Problem of Embeddedness,” American journal of Sociology, Vol. 91, No. 3, 1985, pp. 481-510. doi:10.1086/228311
[12] A.-L. Barabasi and R. Albert, “Emergence of Scaling in Random Networks.” Science, Vol. 286, No. 5439, 1999, pp. 509-512. doi:10.1126/science.286.5439.509
[13] E. Ravasz and A.-L. Barabasi, “Hierarchical Organization in Complex Networks,” Physical Review E, Vol. 67, No. 2, 2003, pp. 026112-1-7. doi:10.1103/PhysRevE.67.026112
[14] A. Vazquez, “Growing Network with Local Rules: Preferential Attachment, Clustering Hierarchy, and Degree Correlations,” Physical Review E, Vol. 67, No. 5, 2003, 056104. doi:10.1103/PhysRevE.67.056104
[15] M. E. J. Newman and J. Park, “Why Social Networks are Different from Other Types of Networks,” Physical Review E, Vol. 68, No. 3, 2003, 036112.
[16] C. Song, S. Havlin and H. A. Makse, “Self-similarity of Complex Networks,” Nature, Vol. 433, No. 7024, 2005, pp. 392-395. doi:10.1038/nature03248
[17] A. Vazquez and Y. Moreno, “Resilience to Damage of Graphs with Degree Correlations,” Physical Review E, Vol. 67, No. 1, 2003, 015101. doi:10.1103/PhysRevE.67.015101
[18] S. H. Strogatz, “Romanesque Networks,” Nature, Vol. 433, No. 7024, 2005, pp.365-366. doi:10.1038/433365a
[19] R. J. Williams and N. D. Martinez, “Simple Rules Yield Complex Food Webs,” Nature, Vol. 404, No. 6774, 2000, pp. 180-183. doi:10.1038/35004572
[20] N. Rooney, K. S. McCann and J. C. Moore, “A Landscape Theory for Food Web Architecture,” Ecology Letters, Vol. 11, No. 8, 2008, pp.867-881. doi:10.1111/j.1461-0248.2008.01193.x

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