Abstract
Centrality analysis is a concept of measure which is used to analyze an actor’s centrality in a fuzzy social network, and it reflects an actor’s position or advantage difference in a fuzzy social network. This paper is a discussion on fuzzy node centrality, fuzzy closeness centrality, fuzzy betweenness centrality, and fuzzy centralization. In the case, 37 factors which influencing enterprise technology innovation are taken as actors to set up a fuzzy network of technology innovation. Judge the importance of each factor to enterprise technology innovation by calculating the fuzzy node centrality and fuzzy closeness centrality, thus provides technical support to the management of enterprise technology innovation.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Bavelas, A.: A mathematical model for small group structures. Hum. Organ. 7, 16–30 (1948)
Beauchamp, M.A.: An improved index of centrality. Behav. Sci. 10, 161–163 (1965)
Bonacich, P.: Factoring and weighting approaches to status scores and clique detection. J. Math. Soc. 2, 113–120 (1972)
Bonacich, P.: Power and centrality: a family of measures. Am. J. Sociol. 92, 1170–1182 (1987)
Costenbader, E., Valente, T.W.: The stability of centrality measures when networks are sampled. Soc. Netw. 25, 283–307 (2003)
Freeman, L.C.: A set of measures of centrality based on betweenness. Sociometry 40, 35–41 (1977)
Ling, J.: Social Network Analysis: Theory Methods and Applications. Beijing Normal University Press, Beijing (2009)
Del Pozo, M., Manuel, C., González‐Arangüena, E., Owen, G.: Centrality in directed social networks. A game theoretic approach. Soc. Netw. 33, 191–200 (2011)
Nieminen, J.: On the centrality in a directed graph. Soc. Sci. Res. 2, 371–378 (1974)
Sabidussi, G.: The centrality index of a graph. Psychometrika 31, 581–603 (1966)
Shaw, M.: Communication networks. In: Berkowitz, L. (ed.) Advances in Experimental Social Psychology, pp. 111–147. Academic Press, New York (1954)
Kang, S.M.: A note on measures of similarity based on centrality. Soc. Netw. 29, 137–142 (2007)
Fan, T.F., Liau, C.J., Lin, T.Y.: Positional analysis in fuzzy social networks. In: Proceedings of the Third IEEE International Conference on Granular Computing, 2007, pp. 423–428 (2007)
Wasserman, S., Faust, K.: Social Network Analysis: Methods and applications. Cambridge University Press, Cambridge (1994)
Acknowledgement
Thanks to the support by Guangdong foundation of philosophy and Social Sciences, China (No. GD16XGL20) and Department of Education of Guangdong province, China (No. YQ2015107).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Ethics declarations
Recommender: Hong-Wei-Liu, Guangdong University of Technology Professor
Rights and permissions
Copyright information
© 2019 Springer Nature Switzerland AG
About this paper
Cite this paper
Liao, Lp., Zhang, Gy. (2019). The Centrality Analysis of the Fuzzy Technology Innovation Network. In: Cao, BY., Zhong, YB. (eds) Fuzzy Sets and Operations Research. ICFIE 2017. Advances in Intelligent Systems and Computing, vol 872. Springer, Cham. https://doi.org/10.1007/978-3-030-02777-3_14
Download citation
DOI: https://doi.org/10.1007/978-3-030-02777-3_14
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-02776-6
Online ISBN: 978-3-030-02777-3
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)