Modeling multi-state diffusion process in complex networks: Theory and applications

Proceedings - 2013 International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2013

Volumn , Issue , 2013, Pages 506-513

  Lin, Yishi ^a   Lui, John C S ^a   Jung, Kyomin ^b   Lim, Sungsu ^c  

^a CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

^b Seoul National University   (South Korea)

^c Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

Author keywords

Applications of complex network analysis; Complex Networks and Epidemics; Models of Complex Networks

Indexed keywords

EID: 84894176773     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SITIS.2013.86     Document Type: Conference Paper

References (23)

1. M. E. J. Newman, "The spread of epidemic disease on networks," Phys. Rev. E, vol. 66, p. 016128, 2002.
2. A. Ganesh, L. Massoulie, and D. Towsley, "The effect of network topology on the spread of epidemics," in proc. of INFOCOM'05, 2005.
3. B. A. Prakash, D. Chakrabarti, M. Faloutsos, N. Valler, and C. Faloutsos, "Threshold conditions for arbitrary cascade models on arbitrary networks," in proc. of ICDM'11, 2011.
4. Y. K. Lui, B. Zhao, and J. C. S. Lui, "On modeling product advertisement in large scale online social networks," IEEE/ACM Transactions on Networking, vol. 20, no. 5, pp. 1412-1425, 2002.
5. S. Bhagat, A. Goyal, and L. V. S. Lakshmanan, "Maximizing product adoption in social networks," in proc. of WSDM'12, 2012.
6. K. Jung, B. Y. Kim, and M. Vojnovic, "Distributed ranking in networks with limited memory and communication link," in proc. of ISIT'12, 2012.
7. R. D. Blackwell, P. W. Miniard, and J. F. Engel, "Consumer behavior," South-Western College Publishing, 10th editition, 2005.
8. D. Chakrabarti, Y. Wang, C. Wang, J. Leskovec, and C. Faloutsos, "Epidemic thresholds in real networks," ACM TISSEC, vol. 10, no. 4, 2008.
9. F. Chung and L. Lu, "Connected components in random graphs with given expected degree sequence," Ann. Combin., vol. 6, pp. 125-145, 2002.
10. Y. Lin, J. C. S. Lui, K. Jung, and S. Lim, "Stochastic analysis of diffusion process in complex networks," in Tech. Report, 2013.
11. R. M. Anderson, R. M. May, and B. Anderson, Infectious diseases of humans: dynamics and control. Wiley Online Library, 1992, vol. 28.
12. N. T. Bailey et al., The mathematical theory of infectious diseases and its applications. Charles Griffin &Company Ltd, 5a Crendon Street, High Wycombe, Bucks HP13 6LE., 1975.
13. D. J. Daley, J. Gani, and J. J. M. Gani, Epidemic modelling: an introduction. Cambridge University Press, 2001, vol. 15.
14. V. M. Eguiluz and K. Klemm, "Epidemic threshold in structured scale-free networks," Physical Review Letters, vol. 89, no. 10, p. 108701, 2002.
15. T. Gross, C. J. D. DLima, and B. Blasius, "Epidemic dynamics on an adaptive network," Physical review letters, vol. 96, no. 20, p. 208701, 2006.
16. D. Lopez-Pintado, "Diffusion in complex social networks," Games and Economic Behavior, vol. 62, no. 2, pp. 573-590, 2008.
17. R. Parshani, S. Carmi, and S. Havlin, "Epidemic threshold for the susceptibleinfectious-susceptible model on random networks," Physical review letters, vol. 104, no. 25, p. 258701, 2010.
18. S. Melnik, J. A. Ward, J. P. Gleeson, and M. A. Porter, "Multi-stage complex contagions," Chaos: An Interdisciplinary Journal of Nonlinear Science, vol. 23, no. 1, pp. 013 124-013 124, 2013.
19. M. E. Newman, "Threshold effects for two pathogens spreading on a network," Physical review letters, vol. 95, no. 10, p. 108701, 2005.
20. J. Aspnes, N. Rustagi, and J. Saia, "Worm versus alert: Who wins in a battle for control of a large-scale network?" in Principles of Distributed Systems. Springer, 2007, pp. 443-456.
21. A. Beutel, B. A. Prakash, R. Rosenfeld, and C. Faloutsos, "Interacting viruses in networks: can both survive?" in Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining. ACM, 2012, pp. 426-434.
22. B. A. Prakash, A. Beutel, R. Rosenfeld, and C. Faloutsos, "Winner takes all: competing viruses or ideas on fair-play networks," in Proceedings of the 21st international conference on World Wide Web. ACM, 2012, pp. 1037-1046.
23. S. Lim, K. Jung, and J. C. Lui, "Phase transition of multi-state diffusion process in networks." MAMA2013.