METAREASONING AND THE PROBLEM OF SMALL WORLDS

被引：3

作者：

LASKEY, KB

LEHNER, PE

机构：

[1] Department of Systems Engineering, George Mason University, Fairfax, VA

来源：

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS | 1994年 / 24卷 / 11期

关键词：

Bayesian networks; Foundations of inference; knowledge-based model construction; model diagnosis; model uncertainty;

D O I：

10.1109/21.328913

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Practical decision theoretic reasoning requires the construction of local, problem-specific models in which attention is confined to a restricted universe of propositions. Such a restricted universe is called a small world. Managing the construction and revision of small world models can itself be viewed as a meta-level decision problem. This paper presents a theoretical framework for understanding and analyzing many of the issues associated with the management of small world models.

引用

页码：1643 / 1652

页数：10

共 31 条

[21] SELF-CALIBRATING PRIORS DO NOT EXIST
OAKES, D
[J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1985, 80 (390) : 339 - 339
[22] Pearl Judea, 1988, MORGAN KAUFMANN, DOI DOI 10.1016/C2009-0-27609-4
[23] BAYESIANLY JUSTIFIABLE AND RELEVANT FREQUENCY CALCULATIONS FOR THE APPLIED STATISTICIAN
RUBIN, DB
[J]. ANNALS OF STATISTICS, 1984, 12 (04) : 1151 - 1172
[24] PRINCIPLES OF METAREASONING
RUSSELL, S
WEFALD, E
[J]. ARTIFICIAL INTELLIGENCE, 1991, 49 (1-3) : 361 - 395
[25] SAVAGE LJ, 1954, F STATISTICS
[26] SEQUENTIAL UPDATING OF CONDITIONAL PROBABILITIES ON DIRECTED GRAPHICAL STRUCTURES
SPIEGELHALTER, DJ
LAURITZEN, SL
[J]. NETWORKS, 1990, 20 (05) : 579 - 605
[27] WALDROP W, 1992, COMPLEXITY
[28] WATSON S, 1987, DECISION SYNTHESIS
[29] Wellman M. P., 1992, Knowledge Engineering Review, V7, P35, DOI 10.1017/S0269888900006147
[30] WELLMAN MP, 1991, 9TH P ANN C ART INT

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