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2019 | OriginalPaper | Chapter

12. Stable and Efficient Structures for the Content Production and Consumption in Information Communities

Authors : Larry Yueli Zhang, Peter Marbach

Published in: Game Theory for Networking Applications

Publisher: Springer International Publishing

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Abstract

Real-world information communities exhibit inherent structures that characterize a system that is stable and efficient for content production and consumption. In this paper, we study such structures through mathematical modelling and analysis. We formulate a generic model of a community in which each member decides how they allocate their time between content production and consumption with the objective of maximizing their individual reward. We define the community system as “stable and efficient” when a Nash equilibrium is reached while the social welfare of the community is maximized. We investigate the conditions for forming a stable and efficient community under two variations of the model representing different internal relational structures of the community. Our analysis results show that the structure with “a small core of celebrity producers” is the optimally stable and efficient for a community. These analysis results provide possible explanations to the sociological observations such as “the Law of the Few” and also provide insights into how to effectively build and maintain the structure of information communities.

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Literature
1.
go back to reference Bosagh Zadeh, R., et al.: On the precision of social and information networks. In: Proceedings of the First ACM Conference on Online Social Networks. ACM, New York (2013) Bosagh Zadeh, R., et al.: On the precision of social and information networks. In: Proceedings of the First ACM Conference on Online Social Networks. ACM, New York (2013)
3.
go back to reference Galeotti, A., Goyal, S.: The law of the few. Am. Econ. Rev. 100(4), 1468–1492 (2010)CrossRef Galeotti, A., Goyal, S.: The law of the few. Am. Econ. Rev. 100(4), 1468–1492 (2010)CrossRef
4.
go back to reference Gladwell, M.: The Tipping Point: How Little Things Can Make a Big Difference. Little, Brown, Boston (2006) Gladwell, M.: The Tipping Point: How Little Things Can Make a Big Difference. Little, Brown, Boston (2006)
5.
go back to reference Kumar, R., Novak, J., Tomkins, A.: Structure and Evolution of Online Social Networks. Link Mining: Models, Algorithms, and Applications, pp. 337–357. Springer, New York (2010) Kumar, R., Novak, J., Tomkins, A.: Structure and Evolution of Online Social Networks. Link Mining: Models, Algorithms, and Applications, pp. 337–357. Springer, New York (2010)
6.
go back to reference Leskovec, J., et al.: Kronecker graphs: an approach to modeling networks. J. Mach. Learn. Res. 11, 985–1042 (2010)MathSciNetMATH Leskovec, J., et al.: Kronecker graphs: an approach to modeling networks. J. Mach. Learn. Res. 11, 985–1042 (2010)MathSciNetMATH
7.
go back to reference Marbach, P.: The structure of communities in information networks. In: Information Theory and Applications Workshop (ITA) (2016) Marbach, P.: The structure of communities in information networks. In: Information Theory and Applications Workshop (ITA) (2016)
8.
go back to reference Massoulié, L.: Community detection thresholds and the weak Ramanujan property. In: Proceedings of the Forty-Sixth Annual ACM Symposium on Theory of Computing. ACM, New York (2014) Massoulié, L.: Community detection thresholds and the weak Ramanujan property. In: Proceedings of the Forty-Sixth Annual ACM Symposium on Theory of Computing. ACM, New York (2014)
9.
go back to reference Newman, M.E.J.: Community detection in networks: modularity optimization and maximum likelihood are equivalent. arXiv:1606.02319 (2016) Newman, M.E.J.: Community detection in networks: modularity optimization and maximum likelihood are equivalent. arXiv:1606.02319 (2016)
11.
go back to reference Scott, J.: Social Network Analysis. Sage, Thousand Oaks (2017) Scott, J.: Social Network Analysis. Sage, Thousand Oaks (2017)
12.
go back to reference Zhang, J., Ackerman, M.S., Adamic, L.: Expertise networks in online communities: structure and algorithms. In: Proceedings of the 16th International Conference on World Wide Web. ACM, New York (2007) Zhang, J., Ackerman, M.S., Adamic, L.: Expertise networks in online communities: structure and algorithms. In: Proceedings of the 16th International Conference on World Wide Web. ACM, New York (2007)
13.
go back to reference Zhang, L.Y., Marbach, P.: Stable and efficient structures for the content production and consumption in information communities. arXiv:1801.04642 (2018) Zhang, L.Y., Marbach, P.: Stable and efficient structures for the content production and consumption in information communities. arXiv:1801.04642 (2018)
Metadata
Title
Stable and Efficient Structures for the Content Production and Consumption in Information Communities
Authors
Larry Yueli Zhang
Peter Marbach
Copyright Year
2019
DOI
https://doi.org/10.1007/978-3-319-93058-9_12