Information integration to support model-based policy informatics

Innovation Journal

Volumn 16, Issue 1, 2011, Pages

  Barrett, Christopher L ^a   Eubank, Stephen ^a   Marathe, Achla ^a   Marathe, Madhav V ^a   Pan, Zhengzheng ^a   Swarup, Samarth ^a  

^a VIRGINIA BIOINFORMATICS INSTITUTE   (United States)

Author keywords

Complex systems; Computational social science; Policy informatics Information integration; Public policy

Indexed keywords

EID: 79956214206     PISSN: None     EISSN: 17153816     Source Type: Journal    
DOI: None     Document Type: Article

References (38)

1. Albert, R., and A. Barabási. 2002. Statistical mechanics of complex networks. Review of Modern Physics 74:47-97.
2. Atkins, K., C. Barrett, R. Beckman, K. Bisset, J. Chen, S. Eubank, A. Feng, X. Feng, S. Harris, B. Lewis, V. S. A. Kumar, M. V. Marathe, A. Marathe, H. Mortveit, and P. Stretz. 2008. An Inter- action Based Composable Architecture for Building Scalable Models of Large Social Biological, Information and Technical Systems. CTWatch Quarterly 4(1).
3. Atkins, K., J. Chen, V. S. A. Kumar, and A. Marathe. 2009. Structure of electrical networks: A graph theory based analysis. Invited to a special issue in the International Journal on Critical Infrastructure 5(3): 265-284.
4. Atkins, K., C. Barrett, R. Beckman, K. Bisset, J. Chen, S. Eubank, V. S. A. Kumar, B. Lewis, M. Macauley, A. Marathe, M. Marathe, H. Mortveit, and P. Stretz. 2006a. Simulated pandemic influenza outbreaks in Chicago: NIH DHHS study final report. Tech. Rep. 06-023, NDSSL.
5. Atkins, K., C. Barrett, R. Beckman, K. Bisset, J. Chen, S. Eubank, B. Lewis, A. Marathe, M. Marathe, H. Mortveit, P. Stretz, and V. S. A. Kumar. 2006b. DTRA case study to sequester critical subpopulations. Tech. Rep. 06-060, NDSSL.
6. Barabási, A. L., and R. Albert. 1999. Emergence of Scaling in Random Networks. Science 286(5439): 509.
7. Barrett, C., R. Beckman, K. Berkbigler, K. Bisset, B. Bush, K. Campbell, S. Eubank, K. Henson, J. Hurford, D. Kubicek, M. Marathe, P. Romero, J. Smith, L. Smith, P. Speckman, P. Stretz, G. Thayer, E. Eeckhout, and M. D. Williams. 2001. TRANSIMS: Transportation analysis simulation system. Tech. Rep. LA-UR-00-1725. An earlier version appears as a 7 part technical report series LA-UR-99-1658 and LA-UR-99-2574 to LA-UR-99-2580, Los Alamos National Laboratory Unclassified Report.
8. Barrett, C., K. Bisset, J. Chen, B. Lewis, S. Eubank, V. S. A. Kumar, M. Marathe, and H. Mortveit. 2007. Effect of public policies and individual behavior on the co-evolution of social networks and infectious disease dynamics. In Proceedings of the DIMACS/DyDAn Workshop on Computational Methods for Dynamic Interaction Networks.
9. Barrett, C., K. Bisset, S. Eubank, X. Feng, and M. Marathe. 2008. EpiSimdemics: An efficient algorithm for simulating the spread of infectious disease over large realistic social networks. In Proc. of the ACM/IEEE conference on Supercomputing (SC), 1-12. Piscataway, NJ, USA: IEEE Press.
10. Barrett, C., R. Beckman, K. Channakeshava, F. Huang, V. S. A. Kumar, A. Marathe, M. Marathe, and G. Pei. 2010. Cascading failures in multiple infrastructures: From transportation to communication network. In The Fifth International CRIS Conference on Critical Infrastructures. Beijing.
11. Barrett, C., S. Eubank, V. S. A. Kumar, and M. Marathe. 2004. Understanding large-scale social and infrastructure networks: A simulation-based approach. SIAM News 37(4).
12. Barrett, C., S. Eubank, and M. Marathe. 2006. Modeling and simulation of large biological information and socio-technical systems: An interaction based approach. In Interactive Computation: The New Paradigm, edited by Goldin, Smolka, and Wegner. Springer-Verlag
13. Barrett, C., M. Wolinsky, and M. W. Olesen. 1996. Emergent local control properties in particle hopping traffic simulations. In Proceedings of the Conference on Traffic and Granular Flow (TGF), edited by D.E. Wolf, M. Schreckenberg, and A. Bachem, 169-174. Singapore: World Scientific.
14. Beckman, R., K. A. Baggerly, and M. D. McKay. 1996. Creating synthetic base-line populations. Transportation Research A - Policy and Practice 30:415-429.
15. Bisset, K., X. Feng, M. Marathe, and S. Yardi. 2009a. Modeling interaction between individuals, social networks and public policy to support public health epidemiology. In Proceedings of the 2009 Winter Simulation Conference, edited by M. D. Rossetti, R. R. Hill, B. Johansson, A. Dunkin, and R. G. Ingalls, 2020 - 2031.
16. Bisset, K., and M. Marathe. 2009. A cyber-environment to support pandemic planning and response. DOE SciDAC Magazine 36-47.
17. Bisset, K., J. Chen, X. Feng, V. S. A. Kumar, and M. Marathe. 2009b. EpiFast: A fast algorithm for large-scale realistic epidemic simulations on distributed memory systems. In Proceedings of the 23rd International Conference on Supercomputing (ICS), 430-439. New York, NY, USA: ACM.
18. Bisset, K., J. Chen, X. Feng, Y. Ma, and M. Marathe. 2010. Indemics: an interactive data intensive framework for high performance epidemic simulation. In Proceedings of the 24th International Conference on Supercomputing (ICS), 233-242. New York, NY, USA: ACM.
19. Chen, J., A. Marathe, and M. Marathe. 2010. Coevolution of epidemics, social networks, and individual behavior: A case study. In Advances in Social Computing: Third International Conference on Social Computing, Behavioral Modeling, and Prediction, 218-227. Bethesda, MD, USA: Springer.
20. Clauset, A., C. Moore, and M. E. J. Newman. 2008. Hierarchical structure and the prediction of missing links in networks. Nature 453:98-101.
21. Contractor, N., S. Wasserman, and K. Faust. 2006. Testing multi-theoretical multilevel hypotheses about organizational networks: An analytical framework and empirical example. Academy of Management Review 31(3): 681.
22. Epstein, J. 2005. Generative Social Science: Studies in Agent-Based Computational Modeling. Princeton: Princeton University Press.
23. Eubank, S., H. Guclu, V. S. A. Kumar, M. Marathe, A. Srinivasan, Z. Toroczkai, and N. Wang. 2004. Modeling disease outbreaks in realistic urban social networks. Nature 429:180-184.
24. Harris, K. M. 2008. The national longitudinal study of adolescent health (Add Health), waves I and II, 1994-1996; wave III, 2001-2002 [machine-readable data file and documentation]. Chapel Hill, NC: Carolina Population Center, University of North Carolina at Chapel Hill.
25. Jackson, M. O. 2007. The study of social networks in economics. In The missing links: Formation and decay of economic networks, edited by James E. Rauch, 19-43. New York, NY, USA: Russell Sage Foundation Publications.
26. Jackson, M. O., and L. Yariv. 2009. Diffusion, strategic interaction, and social structure. In Hand- book of Social Economics, edited by J. Benhabib, A. Bisin, and M. O. Jackson. Elsevier.
27. Kast, F.E., and J.E. Rosenzweig. 1981. General systems theory: Applications for organization and management. Journal of Nursing Administration 11(7): 32.
28. Leidig, J., E. Fox, M. Marathe, and H. Mortveit. 2010. Epidemiology experiment and simulation management through schema-based digital libraries. In Proceedings of the 2nd DL.org Workshop at ECDL, Making Digital Libraries Interoperable: Challenges and Approaches, 57-66.
29. Newman, M. 2003. The structure and function of complex networks. SIAM Review 45: 167-256.
30. Oreskes, N. 2000. Why believe a computer? Models, measures, and meaning in the natural world. In The Earth Around Us: Maintaining a Livable Planet, edited by Jill S. Schneiderman, 70-82. San Francisco: W. H. Freeman and Co.
31. Oreskes, N. 2003. The role of quantitative models in science. In Models in Ecosystem Science, edited by Charles D. Canham, Jonathan J. Cole, and William K. Lauenroth, 13-31. Princeton: Princeton University Press.
32. Oreskes, N., and K. Belitz. 2001. Philosophical issues in model assessment. In Model Validation: Perspectives in Hydrological Science, edited by M. C. Anderson and P. D. Bates, 23-41. London: John Wiley and Sons, Ltd.
33. Rice, J. A. 2006. Mathematical Statistics and Data Analysis. Pacific Grove, CA, USA: Duxbury Press.
34. Sterman, J. D. 2006. Learning from evidence in a complex world. Am. J. Public Health 96(3): 505-514.
35. Vega-Redondo, F. 2006. Diffusion, Search and Play in Complex Social Networks. Econometric Society Monograph Series.
36. Vega-Redondo, Fernando. 2007. Complex Social Networks. Cambridge: Cambridge University Press.
37. Von Bertalanffy, L. 1968. General System Theory: Foundations, Development, Applications. New York: G. Braziller.
38. Young, H. Peyton. 1998. Individual Strategy and Social Structure: An Evolutionary Theory of Institutions. Princeton: Princeton University Press.