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Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis

Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis, Second Edition, provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks. This new edition contains six new sections, in addition to fully-updated examples, tables, figures, and a revised appendix. Intended primarily for practitioners, this book does not require sophisticated mathematical skills or deep understanding of the underlying theory and methods nor does it discuss alternative technologies for reasoning under uncertainty. The theory and methods presented are illustrated through more than 140 examples, and exercises are included for the reader to check his or her level of understanding. The techniques and methods presented for knowledge elicitation, model construction and verification, modeling techniques and tricks, learning models from data, and analyses of models have all been developed and refined on the basis of numerous courses that the authors have held for practitioners worldwide.

(2000) have developed an approach to elicitation of model structure, which is
based on describing the semantics and syntax of five commonly occurring
substructures (called idioms), representing different modes of uncertain
reasoning.

A Student Guide to Play Analysis

With the skills of a playwright, the vision of a producer, and the wisdom of an experienced teacher, David Rush offers a fresh and innovative guide to interpreting drama in A Student Guide to Play Analysis, the first undergraduate teaching tool to address postmodern drama in addition to classic and modern. Covering a wide gamut of texts and genres, this far-reaching and user-friendly volume is easily paired with most anthologies of plays and is accessible even to those without a literary background. Contending that there are no right or wrong answers in play analysis, Rush emphasizes the importance of students developing insights of their own. The process is twofold: understand the critical terms that are used to define various parts and then apply these to a particular play. Rush clarifies the concepts of plot, character, and language, advancing Aristotle’s concept of the Four Causes as a method for approaching a play through various critical windows. He describes the essential difference between a story and a play, outlines four ways of looking at plays, and then takes up the typical structural devices of a well-made play, four primary genres and their hybrids, and numerous styles, from expressionism to postmodernism. For each subject, he defines critical norms and analyzes plays common to the canon. A Student Guide to Play Analysis draws on thoughtful examinations of such dramas as The Cherry Orchard, The Good Woman of Setzuan, Fences, The Little Foxes, A Doll House, The Glass Menagerie, and The Emperor Jones. Each chapter ends with a list of questions that will guide students in further study.