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This volume contains the papers presented at ADT 2009, the first International Conference on Algorithmic Decision Theory. The conference was held in San Servolo, a small island of the Venice lagoon, during October 20-23, 2009. The program of the conference included oral presentations, posters, invited talks, and tutorials. The conference received 65 submissions of which 39 papers were accepted (9 papers were posters). The topics of these papers range from computational social choice preference modeling, from uncertainty to preference learning, from multi-criteria decision making to game theory.

Decision making --- Computer algorithms --- Computer science --- Artificial intelligence --- Mathematical Theory --- Mathematical Statistics --- Mathematics --- Physical Sciences & Mathematics --- Automatic theorem proving --- Data processing --- Deciding --- Decision (Psychology) --- Decision analysis --- Decision processes --- Making decisions --- Management --- Management decisions --- Computer science. --- Mathematical logic. --- Mathematical statistics. --- Discrete mathematics. --- Computer Science. --- Mathematical Logic and Formal Languages. --- Mathematics of Computing. --- Discrete Mathematics. --- Discrete Mathematics in Computer Science. --- Probability and Statistics in Computer Science. --- Symbolic and Algebraic Manipulation. --- Mathematics. --- Computer mathematics --- Discrete mathematics --- Electronic data processing --- Statistical inference --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- Algebra of logic --- Logic, Universal --- Mathematical logic --- Symbolic and mathematical logic --- Symbolic logic --- Algebra, Abstract --- Metamathematics --- Set theory --- Syllogism --- Informatics --- Science --- Statistical methods --- Choice (Psychology) --- Problem solving --- Computational complexity. --- Algebra --- Data processing. --- Complexity, Computational --- Machine theory --- Computer science—Mathematics. --- Discrete mathematical structures --- Mathematical structures, Discrete --- Structures, Discrete mathematical --- Numerical analysis