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Abstract: Despite their different perspectives, artificial intelligence (AI) and the disciplines of decision science have common roots and strive for similar goals. This paper surveys the potential for addressing problems in representation, inference, knowledge engineering, and explanation within the decision-theoretic framework. Recent analyses of the restrictions of several traditional AI reasoning techniques, coupled with the development of more tractable and expressive decisiontheoretic... (Update)
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BibTeX entry: (Update)
Eric J. Horvitz, John S. Breese, and Max Henrion. Decision theory in expert systems and artificial intelligence. International Journal of Approximate Reasoning, 2, 1988. http://citeseer.ist.psu.edu/horvitz88decision.html More
@article{ horvitz88decision,
author = "Horvitz, E. J. and Breese, J. S. and Henrion, M.",
title = "Decision theory in expert systems and artificial intelligence",
journal = "International Journal of Approximate Reasoning",
volume = "2",
pages = "247--302",
year = "1988",
url = "citeseer.ist.psu.edu/horvitz88decision.html" }
Citations (may not include all citations):259 Decisions with Multiple Objectives: Preferences and Value Tr.. (context) - Keeney, Raiffa - 1976
189 Diagnosing multiple faults (context) - de Kleer, Williams - 1987
182 Theory of Games and Economic Behavior (context) - von Neumann, Morgenstern - 1947
166 Evaluating influence diagrams (context) - Shachter - 1986
158 Rule-Based Expert Systems: The MYCIN Experiments of the Stan.. (context) - Buchanan, Shortliffe - 1984
146 The HEARSAY-II speech understanding system: integrating know.. (context) - Erman, Hayes-Roth et al. - 1980
130 Influence diagrams (context) - Howard, Matheson - 1981
129 Computer-based Medical Consultations: MYCIN (context) - Shortliffe - 1976
124 The Art and Science of Negotiation (context) - Raiffa - 1982
107 Artificial Intelligence (context) - Nilsson - 1986
98 The use of design descriptions in automated diagnosis (context) - Genesereth - 1984
85 Reasoning under varying and uncertain resource constraints - Horvitz - 1988
83 Judgment Under Uncertainty: Heuristics and Biases (context) - Kahneman, Slovic et al. - 1982
74 Formulation of tradeoffs in planning under uncertainty (context) - Wellman - 1987
72 Probabilistic inference and influence diagrams (context) - Shachter - 1988
67 and structuring in belief networks (context) - Pearl, propagation - 1986
63 Diagnostic expert systems based on a set covering model (context) - Reggia - 1983
60 A behavioral model of rational choice (context) - Simon - 1955
58 An essay towards solving a problem in the doctrine of chance.. (context) - Bayes - 1958
55 Evidential reasoning using stochastic simulation of causal m.. (context) - Pearl - 1987
53 Probabilistic temporal reasoning (context) - Dean, Kanazawa - 1988
52 Meta-rules: Reasoning about control (context) - Davis - 1980
50 Decision Analysis: Introductory Lectures on Choice Under Unc.. (context) - Raiffa - 1968
49 MUNIN---a causal probabilistic network for interpretation of.. (context) - Andreassen, Woldbye et al. - 1987
49 Probabilistic inference using belief networks is NP-hard (context) - Cooper - 1990
48 Some practical issues in constructing belief networks (context) - Henrion - 1989
47 XPLAIN: A system for creating and explaining expert consulti.. (context) - Swartout - 1983
46 The role of fuzzy logic in the management of uncertainty in .. (context) - Zadeh - 1983
43 Decision theory and artificial intelligence ii: the hungry m.. (context) - Feldman, Sproull - 1975
43 Probabilistic interpretations for MYCIN's certainty factors (context) - Heckerman - 1986
39 A rule-based configurer of computer systems (context) - McDermott - 1982
37 Applied Statistical Decision Theory (context) - Raiffa, Schlaifer - 1961
35 A computational model for causal and diagnostic reasoning in.. (context) - Kim, Pearl - 1983
31 Probability and the Weighing of Evidence (context) - Good - 1950
28 Bayesian inference in model-based machine vision (context) - Binford, Levitt et al. - 1989
28 Readings on the Principles and Applications of Decision Anal.. (context) - Howard, Matheson - 1984
28 NESTOR: A Computer-based Medical Diagnostic Aid that Integra.. (context) - Cooper - 1984
28 frequency and reasonable expectation (context) - Cox - 1946
28 Model design in the PROSPECTOR consultant system for mineral.. (context) - Duda, Gaschnig et al. - 1979
26 Rational decisions (context) - Good - 1952
25 Decision Analysis and Behavioral Research (context) - Von Winterfeldt, Edwards - 1986
23 Incidence calculus: A mechanism for probabilistic reasoning (context) - Bundy - 1985
21 Causal representation of patient illness for electrolyte and.. - Patil - 1981
20 Categorical and probabilistic reasoning in medical diagnosis (context) - Szolovits, Pauker - 1978
19 Experience with a model of sequential diagnosis (context) - Gorry, Barnett - 1968
15 A theory of higher order probabilities (context) - Gaifman - 1986
14 Wiley and Sons (context) - de Finetti, Probability - 1970
13 Statistical and knowledge-based approaches to clinical decis.. (context) - Spiegelhalter, Knill-Jones - 1984
13 Rational Descriptions (context) - Tribus - 1969
13 Bayesian belief network inference using simulation (context) - Chin, Cooper - 1989
12 Propagation of uncertainty by probabilistic logic sampling i.. (context) - Henrion - 1988
11 Communication-free interactions among rational agents: A pro.. (context) - Rosenschein, Breese - 1988
11 Uncertainty in Artificial Intelligence (context) - Lemmer, Kanal - 1988
11 Uncertainty in Artificial Intelligence (context) - Kanal, Lemmer - 1986
11 Subjective expected utility: A review of normative theories (context) - Fishburn - 1981
10 Probability encoding in decision analysis (context) - Spetzler, von Holstein - 1975
10 Linear models in decision making (context) - Dawes, Corrigan - 1974
10 An analysis of physician attitudes regarding computer-based .. (context) - Teach, Shortliffe - 1981
10 An empirical comparison of three inference methods (context) - Heckerman - 1990
9 Towards solving the multiple extension problem: Combining de.. (context) - Neufeld, Poole - 1989
9 A framework for comparing alternative formalisms for plausib.. (context) - Horvitz, Heckerman et al. - 1986
9 The inconsistent use of measures of certainty in artificial .. (context) - Horvitz, Heckerman - 1986
9 Artificial Intelligence In Medicine (context) - Szolovits, in et al. - 1982
8 Thinking backward for knowledge acquisition (context) - Shachter, Heckerman - 1987
8 Choosing directions for rules (context) - Treitel, Genesereth - 1986
8 The logic of representing dependencies by directed graphs (context) - Pearl, Verma - 1987
8 Uncertainty in artificial intelligence: Is probability epist.. (context) - Henrion - 1987
8 Problem-solving design: Reasoning about computational value (context) - Horvitz - 1987
6 Massachusetts Institute of Technology (context) - Wellman, preference et al. - 1985
6 Explanatory power for medical expert systems: Studies in the.. (context) - Wallis, Shortliffe - 1982
6 A mathematical approach to medical diagnosis: Application to.. (context) - Warner, Toronto et al. - 1961
5 Diagnostic strategies in the hypothesis-directed Pathfinder .. (context) - Horvitz, Heckerman et al. - 1984
5 Robot decisions based on maximizing utility (context) - Jacobs, Keifer - 1973
5 Diagnosis via causal reasoning: Paths of interaction and the.. (context) - Davis - 1983
5 Pattern-based interactive diagnosis of multiple disorders: T.. (context) - Ben-Bassat, Carlson et al. - 1980
5 Computer-assisted clinical decision making (context) - Gorry - 1973
5 Explanation of probabilistic inference (context) - Elsaesser - 1989
4 A Formalization of Parsimonious Covering and Probabilistic R.. (context) - Peng - 1986
4 Bayes' theorem and conditional nonindependence of data in me.. (context) - Fryback - 1978
4 Probability judgment in artificial intelligence (context) - Shafer - 1986
4 IEEE Transactions on Systems Science (context) - Howard, of - 1968
4 Knowledge Representation and Inference in Intelligent Decisi.. (context) - Breese - 1987
4 Computer Science Department (context) - Smith, Technical - 1986
4 Decision analysis for an experimental robot with unreliable .. (context) - Coles, Robb et al. - 1975
4 Heuristic Reasoning About Uncertainty: An AI Approach (context) - Cohen - 1985
4 Department of Engineering-Economic Systems (context) - Olmsted, Solving et al. - 1983
4 Computeraided diagnosis of acute abdominal pain (context) - de Dombal, Leaper et al. - 1972
4 and the measurement of knowledge (context) - Good, computer - 1977
4 IDES: Influence diagram based expert system (context) - Agogino, Rege - 1987
4 Risk preference (context) - Howard - 1970
3 A multiattribute utility approach to inference understandabi.. (context) - Horvitz - 1987
3 Combining artificial intelligence and decision analysis for .. (context) - Langlotz, Fagan et al. - 1986
3 ONYX: An architecture for planning in uncertain environments (context) - Langlotz, Fagan et al. - 1985
3 The probability of induction (context) - Peirce - 1956
3 Human and computer-aided diagnosis of abdominal pain: furthe.. (context) - de Dombal, Leaper et al. - 1974
3 Integrating logical and probabilistic reasoning for decision.. (context) - Breese, Tse - 1987
3 A perspective on confidence and its use in focusing attentio.. (context) - Heckerman, Jimison - 1989
3 Fast manipulation of probabilities with local representation.. (context) - Lauritzen, Spiegelhalter - 1987
3 International Statistical Review (context) - Lindley, the et al. - 1982
3 Answer justification in medical decision support systems bas.. (context) - Reggia, Perricone - 1985
3 Learning in random nets (context) - Minsky, Selfridge - 1961
3 the expressiveness of rule-based systems for reasoning under.. (context) - Heckerman, Horvitz - 1987
3 Multi-level decision-theoretic search (context) - Russell, Wefald - 1988
3 The use of a heuristic problem-solving hierarchy to facilita.. (context) - Horvitz, Heckerman et al. - 1986
3 The utility-directed presentation of graphical simulation (context) - Mclaughlin - 1987
3 An algorithm for computing probabilistic propositions (context) - Cooper - 1989
2 Exact reasoning about uncertainty: On the design of expert s.. (context) - Holtzman, Breese - 1986
2 Toward a science of expert systems (context) - Horvitz - 1986
2 Decision analysis: Applied decision theory (context) - Howard - 1966
2 An axiomatic framework for belief updates (context) - Heckerman - 1988
2 A computational model for the decision-theoretic control of .. (context) - Fehling, Breese - 1988
2 Uncertainty and evidential support (context) - Buchanan, Shortliffe - 1984
2 The art of assessing multi-attribute utility functions (context) - Keeney - 1977
2 Diagnosis 1: Symptom non-independence in mathematical models.. (context) - Norusis, Jacquez - 1975
2 Explanations of statistical concepts: Can they penetrate the.. (context) - Politser - 1984
2 A computer program for understanding natural language (context) - Winograd - 1971
2 Towards a unified approach to the study of expert judgment (context) - Hammond - 1987
2 Proximal decision analysis (context) - Howard - 1971
2 Decision Analysis for the Professional with Supertree (context) - McNamee, Celona - 1987
2 Idefix: Intelligent summarization of a time-oriented medical.. (context) - Geets - 1987
2 knowledge acquisition (context) - Davis - 1982
2 A method for computing probabilities in complex situations (context) - Rousseau - 1968
1 NAIVE: A method for representing uncertainty and temporal re.. (context) - Higgins - 1987
1 Strength of preference and risky choice (context) - Sarin - 1982
1 Department of Engineering--Economic Systems (context) - Holtzman, Systems - 1985
1 The use of influence diagrams in structuring complex decisio.. (context) - Owen - 1978
1 Review of pattern recognition in medicine (context) - Patrick - 1977
1 Knowledge Representation and Inference in Intelligent Decisi.. (context) - Tatman - 1985
1 Coherence and the axioms of confirmation (context) - Shimony - 1955
1 What do we mean by rational (context) - Tribus - 1969
1 Probability as a modal operator (context) - Frisch, Haddawy - 1988
1 Readings in Nonmonotonic Logic (context) - Ginsberg - 1987
1 A model for temporal probabilistic reasoning (context) - Cooper, Horvitz et al. - 1988
1 Structuring value attributes (context) - Buede - 1986
1 Representation of control knowledge in expert systems (context) - Aikens - 1980
1 Expert systems for clinical diagnosis: Are they worth the ef.. (context) - Carrol - 1987
1 Automatic Bayesian induction of classes (context) - Cheeseman, Kelly et al. - 1987
1 Subjective probability and the prisoner's dilemma (context) - Wilson - 1986
1 An Experimental Comparison of Uncertain Inference Systems (context) - Wise - 1986
1 Human-oriented information acquistion in sequential pattern .. (context) - Ben-Bassat, Teeni - 1984
1 Explanation capabilities for medical consultation systems (context) - Shortliffe - 1984
1 A methodology for computer-based explanation of decision ana.. (context) - Langlotz, Shortliffe et al. - 1986
1 Translated from the 6th French Edition (context) - Laplace, Essay et al. - 1902
1 Explaining and refining decision-theoretic choices (context) - Klein - 1987
1 On confirmation and rational betting (context) - Lehman - 1955
1 Theory-based inductive learning: An integration of symbolic .. (context) - Star - 1989
1 Decision Analysis of Strategic Interaction (context) - Strait - 1987
1 Generalized Bayesian updating of incompletely specified dist.. (context) - Lemmer - 1983
1 confirmation and incorporation of causal relationships from .. (context) - Blum - 1984
1 An expert system for decision analysis in securities trading (context) - Breese - 1987
1 Nonmonotonic reasoning in probabilistic reasoning (context) - Grosof - 1988
1 Department of EngineeringEconomic Systems (context) - Value, Assessment et al. - 1985
1 Formalizing heuristic methods for reasoning with uncertainty (context) - Heckerman - 1987
1 Department ofComputer Science (context) - Loui, Computation et al. - 1987
1 The Value of Knowing How Little You Know: The advantages of .. (context) - Henrion - 1982
1 An experimental comparison of knowedge engineering for exper.. (context) - Henrion, Cooley - 1987
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