Abstract
Most work on convention propagation have focused on single-layer networks. This work a) highlights the need for studying convention propagation in multi-layer networks, b) presents results comparing the speed of convention propagation in single-layer vs. multi-layer networks and c) demonstrates the role of influencer agents in convention propagation in multi-layer networks.
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References
Achrol, R.S., Kotler, P.: Marketing in the network economy. The Journal of Marketing, 146–163 (1999)
Choi, H., Kim, S.-H., Lee, J.: Role of network structure and network effects in diffusion of innovations. Industrial Marketing Management 39(1), 170–177 (2010)
Franks, H., Griffiths, N., Jhumka, A.: Manipulating convention emergence using influencer agents. Autonomous Agents and Multi-agent Systems 26(3), 315–353 (2013)
Gomez, S., Diaz-Guilera, A., Gomez-Gardeñes, J., Perez-Vicente, C.J., Moreno, Y., Arenas, A.: Diffusion dynamics on multiplex networks. Physical Review Letters 110(2), 028701 (2013)
Lapierre, S.D., Ruiz, A.B., Soriano, P.: Designing distribution networks: Formulations and solution heuristic. Transportation Science 38(2), 174–187 (2004)
Li, Z., Jiang, Y.: Cross-layers cascade in multiplex networks. In: Proceedings of the 2014 International Conference on Autonomous Agents and Multi-agent Systems, pp. 269–276. International Foundation for Autonomous Agents and Multiagent Systems (2014)
Mitchell, M.: Complex systems: Network thinking. Artificial Intelligence 170(18), 1194–1212 (2006)
Mucha, P.J., Richardson, T., Macon, K., Porter, M.A., Onnela, J.-P.: Community structure in time-dependent, multiscale, and multiplex networks. Science 328(5980), 876–878 (2010)
Salazar, N., Rodríguez-Aguilar, J.A., Arcos, J.L.: Infection-based norm emergence in multi-agent complex networks. In: Proceeding of the 2008 Conference on ECAI 2008, pp. 891–892. IOS Press, Amsterdam (2008)
Savarimuthu, B.T.R., Cranefield, S.: Norm creation, spreading and emergence: A survey of simulation models of norms in multi-agent systems. Multiagent and Grid Systems 7(1), 21–54 (2011)
Sen, S., Airiau, S.: Emergence of norms through social learning. In: Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI), pp. 1507–1512. AAAI Press (2007)
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Keertipati, S., Savarimuthu, B.T.R., Purvis, M.A. (2014). Towards Convention Propagation in Multi-layer Social Networks. In: Dam, H.K., Pitt, J., Xu, Y., Governatori, G., Ito, T. (eds) PRIMA 2014: Principles and Practice of Multi-Agent Systems. PRIMA 2014. Lecture Notes in Computer Science(), vol 8861. Springer, Cham. https://doi.org/10.1007/978-3-319-13191-7_5
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DOI: https://doi.org/10.1007/978-3-319-13191-7_5
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-13190-0
Online ISBN: 978-3-319-13191-7
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