Open Access
2014 Structural Holes in Directed Fuzzy Social Networks
Renjie Hu, Guangyu Zhang
J. Appl. Math. 2014: 1-8 (2014). DOI: 10.1155/2014/452063
Abstract

The structural holes have been a key issue in fuzzy social network analysis. For undirected fuzzy social networks where edges are just present or absent undirected fuzzy relation and have no more information attached, many structural holes measures have been presented, such as key fuzzy structural holes, general fuzzy structural holes, strong fuzzy structural holes, and weak fuzzy structural holes. There has been a growing need to design structural holes measures for directed fuzzy social networks, because directed fuzzy social networks where edges are attached by directed fuzzy relation would contain rich information. In this paper, we extend structural holes theory to directed fuzzy social network and propose the algorithm of unidirectional fuzzy structural holes and bidirectional fuzzy structural holes, which unveil more structural information of directed fuzzy social networks. Furthermore, we investigate the validness of the algorithm by illustrating this method to a case called G-Y Research Team and obtain reliable results, which provide strong evidences of the new measure’s utility.

References

1.

S. Goyal and F. Vega-Redondo, “Structural holes in social networks,” Journal of Economic Theory, vol. 137, no. 1, pp. 460–492, 2007. MR2888473 1132.91321 10.1016/j.jet.2007.01.006 S. Goyal and F. Vega-Redondo, “Structural holes in social networks,” Journal of Economic Theory, vol. 137, no. 1, pp. 460–492, 2007. MR2888473 1132.91321 10.1016/j.jet.2007.01.006

2.

M. Granovetter, Getting a Job, Harvard University Press, Cambridge, Mass, USA, 1974. M. Granovetter, Getting a Job, Harvard University Press, Cambridge, Mass, USA, 1974.

3.

S. Cook Karen and M. Emerson Richard, “Power, equity and commitment in exchange networks,” American Sociological Review, vol. 43, no. 5, pp. 721–739, 1978. S. Cook Karen and M. Emerson Richard, “Power, equity and commitment in exchange networks,” American Sociological Review, vol. 43, no. 5, pp. 721–739, 1978.

4.

R. S. Burt, “Autonomy in a social topology,” American Journal of Sociology, vol. 85, no. 4, pp. 892–925, 1980. R. S. Burt, “Autonomy in a social topology,” American Journal of Sociology, vol. 85, no. 4, pp. 892–925, 1980.

5.

M. Granovetter, “The strength of weak ties,” American Journal of Sociology, vol. 78, no. 6, pp. 1360–1380, 1974. M. Granovetter, “The strength of weak ties,” American Journal of Sociology, vol. 78, no. 6, pp. 1360–1380, 1974.

6.

R. S. Burt, Structural Holes: The Social Structure of Competition, Harvard University Press, Cambridge, Mass, USA, 1992. R. S. Burt, Structural Holes: The Social Structure of Competition, Harvard University Press, Cambridge, Mass, USA, 1992.

7.

D. R. Gnyawali, J. He, and R. Madhavan, “Impact of co-opetition on firm competitive behavior: an empirical examination,” Journal of Management, vol. 32, no. 4, pp. 507–530, 2006. D. R. Gnyawali, J. He, and R. Madhavan, “Impact of co-opetition on firm competitive behavior: an empirical examination,” Journal of Management, vol. 32, no. 4, pp. 507–530, 2006.

8.

T. M. Everet, “Structure hole review,” European Sociological Review, vol. 10, no. 1, pp. 98–99, 1994. T. M. Everet, “Structure hole review,” European Sociological Review, vol. 10, no. 1, pp. 98–99, 1994.

9.

J. Bruggeman, G. Carnabuci, and I. Vermeulen, “A note on structural holes theory and niche overlap,” Social Networks, vol. 25, no. 1, pp. 97–101, 2003. J. Bruggeman, G. Carnabuci, and I. Vermeulen, “A note on structural holes theory and niche overlap,” Social Networks, vol. 25, no. 1, pp. 97–101, 2003.

10.

R. S. Burt, “Structural holes and good ideas,” American Journal of Sociology, vol. 110, no. 2, pp. 349–399, 2004. R. S. Burt, “Structural holes and good ideas,” American Journal of Sociology, vol. 110, no. 2, pp. 349–399, 2004.

11.

Z. Wang, L. Shi, and X. Jia, “Weighted connectance for industrial communities based on structural holes theory,” Acta Ecologica Sinica, vol. 29, no. 2, pp. 810–814, 2009. Z. Wang, L. Shi, and X. Jia, “Weighted connectance for industrial communities based on structural holes theory,” Acta Ecologica Sinica, vol. 29, no. 2, pp. 810–814, 2009.

12.

S. Rodan, “Structural holes and managerial performance: Identifying the underlying mechanisms,” Social Networks, vol. 32, no. 3, pp. 168–179, 2010. S. Rodan, “Structural holes and managerial performance: Identifying the underlying mechanisms,” Social Networks, vol. 32, no. 3, pp. 168–179, 2010.

13.

Y. Sheng and D. Fan, “Structural holes classification theory and its application in innovation network,” Studies in Science of Science, vol. 27, no. 9, pp. 1407–1411, 2009. Y. Sheng and D. Fan, “Structural holes classification theory and its application in innovation network,” Studies in Science of Science, vol. 27, no. 9, pp. 1407–1411, 2009.

14.

Y. Zhao and X. Guo, “Structural hole degree, inter-firm network and innovation performance evidence from Chinese domestic audio video industry strategic alliance,” Science & Technology Progress and Policy, vol. 29, no. 17, pp. 76–81, 2012. Y. Zhao and X. Guo, “Structural hole degree, inter-firm network and innovation performance evidence from Chinese domestic audio video industry strategic alliance,” Science & Technology Progress and Policy, vol. 29, no. 17, pp. 76–81, 2012.

15.

H. Zhou, The Search-Transfer Problem: The Curvilinear Effect of Weak Ties, Structural Holes and Network Diversity on Firm Innovation, School of Management of Zhejiang University, 2011. H. Zhou, The Search-Transfer Problem: The Curvilinear Effect of Weak Ties, Structural Holes and Network Diversity on Firm Innovation, School of Management of Zhejiang University, 2011.

16.

P. S. Nair and S. T. Sarasamma, “Data mining through fuzzy social network analysis,” in Proceedings of the 26th Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS '07), pp. 251–255, June 2007. P. S. Nair and S. T. Sarasamma, “Data mining through fuzzy social network analysis,” in Proceedings of the 26th Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS '07), pp. 251–255, June 2007.

17.

L. Liao and R. Hu, “On the definition and property analysis of fuzzy social network based on fuzzy graph,” Journal of Guangdong University of Technology (Social Science Edition), vol. 12, no. 3, pp. 46–51, 2012. L. Liao and R. Hu, “On the definition and property analysis of fuzzy social network based on fuzzy graph,” Journal of Guangdong University of Technology (Social Science Edition), vol. 12, no. 3, pp. 46–51, 2012.

18.

T.-G. Fan, C.-J. Liau, and T.-Y. Lin, “Positional analysis in fuzzy social networks,” in Proceedings of the IEEE International Conference on Granular Computing (GrC '07), pp. 423–428, November 2007. T.-G. Fan, C.-J. Liau, and T.-Y. Lin, “Positional analysis in fuzzy social networks,” in Proceedings of the IEEE International Conference on Granular Computing (GrC '07), pp. 423–428, November 2007.

19.

T.-F. Fan, C.-J. Liau, and T.-Y. Lin, “A theoretical investigation of regular equivalences for fuzzy graphs,” International Journal of Approximate Reasoning, vol. 49, no. 3, pp. 678–688, 2008. MR2475268 1193.05138 10.1016/j.ijar.2008.07.007 T.-F. Fan, C.-J. Liau, and T.-Y. Lin, “A theoretical investigation of regular equivalences for fuzzy graphs,” International Journal of Approximate Reasoning, vol. 49, no. 3, pp. 678–688, 2008. MR2475268 1193.05138 10.1016/j.ijar.2008.07.007

20.

L. Liao, R. Hu, and G. Zhang, “The position analysis of the fuzzy technology innovation network,” Journal of High Technology Management Research, vol. 23, no. 2, pp. 83–89, 2012. L. Liao, R. Hu, and G. Zhang, “The position analysis of the fuzzy technology innovation network,” Journal of High Technology Management Research, vol. 23, no. 2, pp. 83–89, 2012.

21.

M.-L. Tseng, “Implementation and performance evaluation using the fuzzy network balanced scorecard,” Computers and Education, vol. 55, no. 1, pp. 188–201, 2010. M.-L. Tseng, “Implementation and performance evaluation using the fuzzy network balanced scorecard,” Computers and Education, vol. 55, no. 1, pp. 188–201, 2010.

22.

L. Liao, R. Hu, and G. Zhang, “The centrality analysis of fuzzy social networks,” Fuzzy Systems and Mathematics, vol. 27, no. 2, pp. 169–173, 2012. MR3098850 1299.91108 L. Liao, R. Hu, and G. Zhang, “The centrality analysis of fuzzy social networks,” Fuzzy Systems and Mathematics, vol. 27, no. 2, pp. 169–173, 2012. MR3098850 1299.91108

23.

R. Hu, G. Zhang, and L. Liao, “The closeness centrality analysis of fuzzy social network based on inversely attenuation factor,” Fuzzy Information & Engineering and Operations Research & Management, Advances in Intelligent Systems and Computing, vol. 211, pp. 457–465, 2013. 1308.91135 R. Hu, G. Zhang, and L. Liao, “The closeness centrality analysis of fuzzy social network based on inversely attenuation factor,” Fuzzy Information & Engineering and Operations Research & Management, Advances in Intelligent Systems and Computing, vol. 211, pp. 457–465, 2013. 1308.91135

24.

L. Liao, R. Hu, and G. Zhang, “Structural holes analysis of fuzzy social network,” Journal of Southeast University (Natural Science Edition), vol. 43, no. 4, pp. 900–904, 2013. 1299.91107 L. Liao, R. Hu, and G. Zhang, “Structural holes analysis of fuzzy social network,” Journal of Southeast University (Natural Science Edition), vol. 43, no. 4, pp. 900–904, 2013. 1299.91107

25.

L. A. Zadeh, “Fuzzy sets,” Information and Computation, vol. 8, no. 3, pp. 338–353, 1965. MR0219427 0139.24606 L. A. Zadeh, “Fuzzy sets,” Information and Computation, vol. 8, no. 3, pp. 338–353, 1965. MR0219427 0139.24606

26.

L. A. Zadeh, “A fuzzy-algorithmic approach to the definition of complex or imprecise concepts,” International Journal of Man-Machine Studies, vol. 8, no. 3, pp. 249–291, 1976. \endinput MR574077 0332.68068 10.1016/S0020-7373(76)80001-6 L. A. Zadeh, “A fuzzy-algorithmic approach to the definition of complex or imprecise concepts,” International Journal of Man-Machine Studies, vol. 8, no. 3, pp. 249–291, 1976. \endinput MR574077 0332.68068 10.1016/S0020-7373(76)80001-6
Copyright © 2014 Hindawi
Renjie Hu and Guangyu Zhang "Structural Holes in Directed Fuzzy Social Networks," Journal of Applied Mathematics 2014(none), 1-8, (2014). https://doi.org/10.1155/2014/452063
Published: 2014
Vol.2014 • 2014
Back to Top