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Author:
Publisher:
ISBN:
Category : Military planning
Languages : en
Pages : 76
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Book Description
Author:
Publisher:
ISBN:
Category : Military planning
Languages : en
Pages : 76
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Book Description
Author: Gary A. Klein
Publisher:
ISBN:
Category : Critical incident technique
Languages : en
Pages : 68
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Book Description
"A Critical Decision Method (CDM) has been developed for knowledge elicitation. The CDM, an extension of the critical incident technique, includes protocol analysis and memory recall tasks to study cognitive performance. A set of probes is employed to trace the development of situation assessment during critical incidents, and to determine the decision strategies used. The outputs of the method include inventories of the critical cues, graphic portrayals of the situation assessment process, and categorization of the decision strategies. Thus far, the method has been used with a variety of decisions and appears especially well suited to studying cognitive performance in naturalistic settings. It also appears valuable for addressing the highly skilled decision maker, and for eliciting the analytical and perceptual bases of proficient performance. Applications have been made for training, decision support systems, and the development and evaluation of knowledge based systems." -- Abstract.
Author: Emre Soyer
Publisher: PublicAffairs
ISBN: 1541742060
Category : Business & Economics
Languages : en
Pages : 228
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Book Description
Experience is a great teacher . . . except when it isn't. In this groundbreaking guide, learn how the past can deceive and limit us -- and how healthy skepticism can build a better world. Our personal experience is key to who we are and what we do. We judge others by their experience and are judged by ours. Society venerates experience. From doctors to teachers to managers to presidents, the more experience the better. It's not surprising then, that we often fall back on experience when making decisions, an easy way to make judgements about the future, a constant teacher that provides clear lessons. Yet, this intuitive reliance on experience is misplaced. In The Myth of Experience, behavioral scientists Emre Soyer and Robin Hogarth take a transformative look at experience and the many ways it deceives and misleads us. From distorting the past to limiting creativity to reducing happiness, experience can cause misperceptions and then reinforce them without our awareness. Instead, the authors argue for a nuanced approach, where a healthy skepticism toward the lessons of experience results in more reliable decisions and sustainable growth. Soyer and Hogarth illustrate the flaws of experience -- with real-life examples from bloodletting to personal computers to pandemics -- and distill cutting-edge research as a guide to decision-making, as well as provide the remedies needed to improve our judgments and choices in the workplace and beyond.
Author: Dan Diaper
Publisher:
ISBN:
Category : Computers
Languages : en
Pages : 280
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Book Description
Author: Maureen Firlej
Publisher:
ISBN:
Category : Artificial intelligence
Languages : en
Pages : 204
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Book Description
Author: Luis C. Dias
Publisher: Springer
ISBN: 3319650521
Category : Business & Economics
Languages : en
Pages : 542
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Book Description
This book is about elicitation: the facilitation of the quantitative expression of subjective judgement about matters of fact, interacting with subject experts, or about matters of value, interacting with decision makers or stakeholders. It offers an integrated presentation of procedures and processes that allow analysts and experts to think clearly about numbers, particularly the inputs for decision support systems and models. This presentation encompasses research originating in the communities of structured probability elicitation/calibration and multi-criteria decision analysis, often unaware of each other’s developments. Chapters 2 through 9 focus on processes to elicit uncertainty from experts, including the Classical Method for aggregating judgements from multiple experts concerning probability distributions; the issue of validation in the Classical Method; the Sheffield elicitation framework; the IDEA protocol; approaches following the Bayesian perspective; the main elements of structured expert processes for dependence elicitation; and how mathematical methods can incorporate correlations between experts. Chapters 10 through 14 focus on processes to elicit preferences from stakeholders or decision makers, including two chapters on problems under uncertainty (utility functions), and three chapters that address elicitation of preferences independently of, or in absence of, any uncertainty elicitation (value functions and ELECTRE). Two chapters then focus on cross-cutting issues for elicitation of uncertainties and elicitation of preferences: biases and selection of experts. Finally, the last group of chapters illustrates how some of the presented approaches are applied in practice, including a food security case in the UK; expert elicitation in health care decision making; an expert judgement based method to elicit nuclear threat risks in US ports; risk assessment in a pulp and paper manufacturer in the Nordic countries; and elicitation of preferences for crop planning in a Greek region.
Author: Anthony O'Hagan
Publisher: John Wiley & Sons
ISBN: 0470033304
Category : Mathematics
Languages : en
Pages : 338
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Book Description
Elicitation is the process of extracting expert knowledge about some unknown quantity or quantities, and formulating that information as a probability distribution. Elicitation is important in situations, such as modelling the safety of nuclear installations or assessing the risk of terrorist attacks, where expert knowledge is essentially the only source of good information. It also plays a major role in other contexts by augmenting scarce observational data, through the use of Bayesian statistical methods. However, elicitation is not a simple task, and practitioners need to be aware of a wide range of research findings in order to elicit expert judgements accurately and reliably. Uncertain Judgements introduces the area, before guiding the reader through the study of appropriate elicitation methods, illustrated by a variety of multi-disciplinary examples. This is achieved by: Presenting a methodological framework for the elicitation of expert knowledge incorporating findings from both statistical and psychological research. Detailing techniques for the elicitation of a wide range of standard distributions, appropriate to the most common types of quantities. Providing a comprehensive review of the available literature and pointing to the best practice methods and future research needs. Using examples from many disciplines, including statistics, psychology, engineering and health sciences. Including an extensive glossary of statistical and psychological terms. An ideal source and guide for statisticians and psychologists with interests in expert judgement or practical applications of Bayesian analysis, Uncertain Judgements will also benefit decision-makers, risk analysts, engineers and researchers in the medical and social sciences.
Author: E. N. Corlett
Publisher: CRC Press
ISBN: 9780748400836
Category : Technology & Engineering
Languages : en
Pages : 1152
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Book Description
Comprising a compendium of ergonomics methods and techniques, this text covers every aspect of human work. This edition provides a reworking of existing chapters on the framework and context of methodology, the observation of performance, task analysis, experimental and study design, data collection, product assessment, environmental assessments, measurement of work and the evaluation of work systems. New chapters cover topics including: the human-computer interface; computer-aided design; work stress; psychophysiological function; risk evaluation; fieldwork; and participatory work design.
Author: Andreas Koenig
Publisher: Springer
ISBN: 3642238513
Category : Computers
Languages : en
Pages : 637
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Book Description
The four-volume set LNAI 6881-LNAI 6884 constitutes the refereed proceedings of the 15th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2011, held in Kaiserslautern, Germany, in September 2011. Part 1: The total of 244 high-quality papers presented were carefully reviewed and selected from numerous submissions. The 61 papers of Part 1 are organized in topical sections on artificial neural networks, connectionists systems and evolutionary computation, machine learning and classical AI, agent, multi-agentsystems, knowledge based and expert systems, intelligent vision, image processing and signal processing, knowledge management, ontologies, and data mining.
Author: Mary A. Meyer
Publisher: SIAM
ISBN: 0898714745
Category : Mathematics
Languages : en
Pages : 471
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Book Description
Expert judgment is invaluable for assessing products, systems, and situations for which measurements or test results are sparse or nonexistent. Eliciting and Analyzing Expert Judgment: A Practical Guide takes the reader step by step through the techniques of eliciting and analyzing expert judgment, with special attention given to helping the reader develop elicitation methods and tools adaptable to a variety of unique situations and work areas. The analysis procedures presented in the book may require a basic understanding of statistics and probabilities, but the authors have provided detailed explanations of the techniques used and have taken special care to define all statistical jargon. Originally published in 1991, this book is designed so that those familiar with the use of expert judgment can quickly find the material appropriate for their advanced background.
