Pattern recognition of international crises using hidden Markov models

Political Complexity: Nonlinear Models of Politics

Volumn , Issue , 2010, Pages 296-328

  Schrodt, Philip A ^a  

^a UNIVERSITY OF KANSAS   (United States)

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EID: 85059287846     PISSN: None     EISSN: None     Source Type: Book    
DOI: None     Document Type: Chapter

References (43)

1. Alker, Hayward R. 1987. “Fairy Tales, Tragedies, and World Histories: Towards Interpretive Story Grammars as Possibilist World Models.” Behaviormetrika 21:1-28.
2. Allan, Pierre. 1980. “Diplomatic Time and Climate: A Formal Model.” Journal of Peace Science 4:133-50.
3. Anderson, John R. 1983. The Architecture of Cognition. Cambridge: Harvard University Press.
4. Andriole, Stephen J., and Gerald W. Hopple. 1984. “The Rise and Fall of Events Data: From Basic Research to Applied Use in the U.S. Department of Defense.” International Interactions 11:293-309.
5. Azar, Edward E., and Thomas Sloan. 1975. Dimensions of Interaction. Pitts­burgh: University Center for International Studies, University of Pittsburgh.
6. Bartholomew, D. J. 1971. Stochastic Models for Social Processes. New York: Wiley.
7. Bennett, D. Scott, and Philip A. Schrodt. 1987. “Linear Event Patterns in WEIS Data.” Paper presented at the American Political Science Association meetings, Chicago.
8. Bloomfield, Lincoln P., and Allen Moulton. 1989. CASCON 111: Computer- Aided System for Analysis of Local Conflicts. Cambridge: Center for International Studies, MIT.
9. Bloomfield, Lincoln P., and Allen Moulton. 1997. Managing International Conflict New York: St. Martin’s.
10. Bond, Doug, J. Craig Jenkins, Charles L. Taylor, and Kurt Schock. 1997. “Mapping Mass Political Conflict and Civil Society: The Automated Development of Event Data.” Journal of Conflict Resolution 41:553-79.
11. Butterworth, Robert L. 1976. Managing Interstate Conflict, 1945-74: Data with Synopses. Pittsburgh: University Center for International Studies, University of Pittsburgh.
12. Gerner, Deborah J., Philip A. Schrodt, Ronald A. Francisco, and Judy L. Weddle. 1994. “The Machine Coding of Events from Regional and International Sources.” International Studies Quarterly 38:91-119.
13. Gochman, Charles S., and Russell J. Leng. 1983. “Realpolitik and the Road to War: An Analysis of Attributes and Behavior”, International Studies Quarterly 27:97-120.
14. Goldstein, Joshua S. 1992. “A Conflict-Cooperation Scale for WEIS Events Data.” Journal of Conflict Resolution 36:369-85.
15. Green, Donald P., and Ian Shapiro. 1994. Pathologies of Rational Choice Theory. New Haven: Yale University Press.
16. Hogarth, Robin M., and Melvin W. Reder, eds. 1987. Rational Choice: The Contrast between Economics and Psychology. Chicago: University of Chicago Press.
17. Huxtable, Phillip A., and Jon C. Pevehouse. 1996. “Potential Validity Problems in Events Data Collection.” International Studies Notes 21:8-19.
18. Kahneman, Daniel, Paul Slovic, and Amos Tversky. 1982. Judgment under Uncertainty: Heuristics and Biases. Cambridge: Cambridge University Press.
19. Khong, Yuen Foong. 1992. Analogies at War. Princeton: Princeton University Press.
20. Kohonen, T. 1984. Self-Organization and Associative Memory. New York: Springer-Verlag.
21. Kruskal, Joseph B. 1983. “An Overview of Sequence Comparison.” In Time Warps, String Edits, and Macromolecules, edited by David Sankoff and Joseph B. Kruskal. New York: Addison-Wesley.
22. Laurance, Edward J. 1990. “Events Data and Policy Analysis”, Policy Sciences 23:111-32.
23. Leng, Russell J. 1987. Behavioral Correlates of War, 1816-1975. ICPSR, no. 8606. Ann Arbor: Inter-university Consortium for Political and Social Research.
24. Leng, Russell J. 1993. Interstate Crisis Behavior, 1816-1980. New York: Cam­bridge University Press.
25. Lund, Michael S. 1996. Preventing Violent Conflicts: A Strategy for Preventive Diplomacy. Washington, DC: U.S. Institute for Peace.
26. May, Ernest. 1973. “Lessons” of the Past: The Use and Misuse of History in American Foreign Policy. New York: Oxford University Press.
27. McClelland, Charles A. 1976. World Event/Interaction Survey Codebook. ICPSR, no. 5211. Ann Arbor: Inter-university Consortium for Political and Social Research.
28. Mefford, Dwain. 1985. “Formulating Foreign Policy on the Basis of Historical Programming.” In Dynamic Models of International Conflict, edited by Urs Luterbacher and Michael D. Ward. Boulder: Lynne Rienner.
29. Mefford, Dwain. 1991. “Steps toward Artificial Intelligence: Rule-Based, Case- Based, and Explanation-Based Models of Politics.” In Artificial Intelligence and International Politics, edited by Valerie Hudson. Boulder: Westview.
30. Myers, R., and J. Whitson. 1995. “HIDDEN MARKOV MODEL for Automatic Speech Recognition.” C++ source code, http://www.itl.atr.co.jp/comp.speech/Sectionó/Recognition/myers.hmm.html (accessed February 1997).
31. Neustadt, Richard E., and Ernest R. May. 1986. Thinking in Time: The Uses of History for Decisions Makers. New York: Free Press.
32. Rabiner, Lawrence R. 1989. “A Tutorial on Hidden Markov Models and Se­lected Applications in Speech Recognition.” Proceedings of the IEEE 77:257-86.
33. Sankoff, David, and Joseph B. Kruskal, eds. 1983. Time Warps, String Edits, and Macromolecules: The Theory and Practice of Sequence Comparison. New York: Addison-Wesley.
34. Schrodt, Philip A. 1985. “Stochastic Models in International Relations Re- search.” In Theories, Models, and Simulation in International Relations, edited by Michael D. Ward. Boulder: Westview.
35. Schrodt, Philip A. 1990. “Parallel Event Sequences in International Crises, 1835-1940.” Political Behavior 12:97-123.
36. Schrodt, Philip A. 1991. “Pattern Recognition in International Event Sequences: A Machine Learning Approach.” In Artificial Intelligence and International Politics, edited by Valerie Hudson. Boulder: Westview.
37. Schrodt, Philip A. 1997. “Early Warning of Conflict in Southern Lebanon Using Hidden Markov Models.” Paper presented at the American Political Sci­ence Association meetings, Washington, DC.
38. Schrodt, Philip A., Shannon G. Davis, and Judy L. Weddle. 1994. “Political Science: KEDS —A Program for the Machine Coding of Event Data.” Social Science Computer Review 12:561-88.
39. Schrodt, Philip A., and Deborah J. Gerner. 1994. “Validity Assessment of a Machine-Coded Event Data Set for the Middle East, 1982-1992.” Ameri­can Journal of Political Science 38:825-54.
40. Schrodt, Philip A., and Deborah J. Gerner. 1997. “Empirical Indicators of Crisis Phase in the Middle East, 1982-1995.” Journal of Conflict Resolution 41:529-52.
41. Sherman, Frank L., and Laura Neack. 1993. “Imagining the Possibilities: The Prospects of Isolating the Genome of International Conflict from the SHERFACS Dataset.” In International Event-Data Developments: DDIR Phase II, edited by Richard L. Merritt, Robert G. Muncaster, and Dina A. Zinnes. Ann Arbor: University of Michigan Press.
42. Vertzberger, Yaacov I. 1990. The World in Their Minds: Information Processing, Cognition, and Perception in Foreign Policy Decision Making. Stanford: Stanford University Press.
43. Weigand, Andreas S., and Neil A. Gershenfeld. 1994. Time Series Prediction: Forecasting the Future and Understanding the Past. Reading, MA: Addison Wesley.