MACHINE LEARNING AND CASE-BASED REASONING: THEIR POTENTIAL ROLE IN PREVENTING THE OUTBREAK OF WARS OR IN ENDING THEM

In a current project we investigate the potential contribution of Artificial Intelligence for the avoidance and termination of crises and wars. This paper reports some results obtained by analyzing international conflict databases using machine learning and case-based reasoning techniques.

[1]  Philip A. Schrodt Predicting Interstate Conflict Outcomes Using a Bootstrapped ID3 Algorithm , 1990 .

[2]  Z. Maoz,et al.  Militarized Interstate Disputes, 1816-1976 , 1984 .

[3]  Klaus Jürgen Gantzel,et al.  Die Kriege nach dem Zweiten Weltkrieg bis 1984 : Daten und erste Analysen , 1987 .

[4]  E. Azar The Conflict and Peace Data Bank (COPDAB) Project , 1980 .

[5]  Richard Wells,et al.  EVALUATING MEDIATION STRATEGIES , 1993 .

[6]  Jacob Bercovitch,et al.  Evaluating Mediation Strategies: A Theoretical and Empirical Analysis , 1993 .

[7]  Ron Kohavi,et al.  MLC++: a machine learning library in C++ , 1994, Proceedings Sixth International Conference on Tools with Artificial Intelligence. TAI 94.

[8]  J. Ross Quinlan,et al.  C4.5: Programs for Machine Learning , 1992 .

[9]  Jacob Bercovitch,et al.  INFLUENCE OF MEDIATOR CHARACTERISTICS AND BEHAVIOR ON THE SUCCESS OF MEDIATION IN INTERNATIONAL RELATIONS , 1993 .

[10]  Margaret E. Scranton,et al.  Managing interstate conflict, 1945-74 : data with synopses , 1976 .

[11]  Frank R. Pfetsch,et al.  Datenhandbuch nationaler und internationaler Konflikte , 1994 .

[12]  Ron Kohavi,et al.  Irrelevant Features and the Subset Selection Problem , 1994, ICML.

[13]  Robert Trappl Power, Autonomy, Utopia , 1986 .

[14]  Johannes Fürnkranz,et al.  Knowledge Discovery in International Conflict Databases , 1997, Appl. Artif. Intell..

[15]  Jacob Bercovitch,et al.  The Nature of the Dispute and the Effectiveness of International Mediation , 1993 .

[16]  V. Hudson,et al.  Artificial Intelligence and International Politics Gaming , 2020 .

[17]  Jacob Bercovitch,et al.  The process of international mediation: An analysis of the determinants of successful and unsuccessful outcomes , 1993 .