Decision Support and Expert Systems

1995

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Author: Efraim Turban
Publisher: Simon & Schuster Books For Young Readers
ISBN:
Category : Business
Languages : en
Pages : 1006

Decision support systems; management support systems: an overview; decision making, systems, modeling, and support; data management; modeling and model management; user interface; constructing a decision support system; organizational DSS and advanced topics; enterprise support systems; Group decision support systems; executive information and support systems; fundamentals of artificial intelligence and expert systems; applied artificial intelligence: an overview; fundamentals of expert systems; knowledge acquisition and validation; knowledge representation; inferences, explanations, and uncertainty; building expert systems: process and tools; cutting edge decision support technologies; neural computing: the basics; neural computing applications, genetic algorithms, and fuzzy logic; integrating and implementation; integrating decision support technologies; Implementing management support systems; organizational and societal impacts of management support systems; appendix and student project.

Expertise and Decision Support

1992-01-31

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Author: F. Bolger
Publisher: Springer Science & Business Media
ISBN: 0306438623
Category : Psychology
Languages : en
Pages : 279

This volume brings together a range of contributors from Europe and North America. All contributions were especially commissioned with a view to e- cidating a major multidisciplinary topic that is of concern to both academics and practitioners. The focus of the book is on expert judgment and its interaction with decision support systems. In the first part, the nature of expertise is discussed and characteristics of expert judges are described. Issues concemed with the eval- tion of judgment in the psychological laboratory are assessed and contrasted with studies of expert judgment in ecologically valid contexts. In addition, issues concerned with eliciting and validating expert knowledge are discussed. Dem- strations of good judgmental performance are linked to situational factors such as feedback cycles, and measurement of coherence and reliability in expert ju- ment is introduced as a baseline determinant of good judgmental performance. Issues concerned with the representation of elicited expert knowledge in kno- edge-based systems are evaluated and methods are described that have been shown to produce improvements in judgmental performance. Behavioral and mathematical ways of combining judgments from multiple experts are compared and contrasted. Finally, the issues developed in the preceding contributions are focused on current controversies in decision support. Expert judgment is utilized as a major input into decision analysis, forecasting with statistical models, and expert s- tems.

Intuitive Expertise and Financial Decision-Making

2022-09-01

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Author: Michael Grant
Publisher: Taylor & Francis
ISBN: 1000771784
Category : Business & Economics
Languages : en
Pages : 118

This book provides insights into the hidden role of intuitive expertise in financial decision-making. The authors show and discuss how expertise combined with intuitive judgments positively affect decision-making outcomes. The book builds on the latest academic studies in this emergent field. In combination with the academic perspective, the authors provide a field study that they conducted in the context of mergers and acquisitions (M&As), a common and critical strategic investment for companies. The interviews were carried out with experts and decision-makers in large and successful international companies (i.e., M&A experts, CEOs, CFOs, and board members). The book provides a solid theoretical and empirically based grounding of the topic. In addition, it offers suggestions to practitioners on how they can develop and nurture intuitive expertise in strategic investment decision-making. The report of the field study provides examples and quotes from interviews to visualize findings, thus helping practitioners gain understanding and insights from the text. The authors also discuss the downsides of intuitive expertise, such as biases and flawed decision-making. For scholars, students, and professionals, the book offers a concise and up-to-date summary of an emergent stream of research, exploring how cognition and judgment affect financial decision-making.

Linking Expertise and Naturalistic Decision Making

2001-07

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Author: Eduardo Salas
Publisher: Psychology Press
ISBN: 1135659915
Category : Business & Economics
Languages : en
Pages : 462

This book contains selected papers presented at the 1998 conference on Naturalistic Decision Making (NDM). The objectives of the conference were to: *make American researchers more aware of NDM research being conducted abroad, particularly in Europe; *connect NDM research with work in management and industry, to stretch beyond the military and paramilitary focus; and *formulate a more explicit connection between NDM and expertise. These objectives are reflected in the chapters of this volume.

Data and Knowledge for Medical Decision Support

2013-04-04

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Author: B. Blobel
Publisher: IOS Press
ISBN: 1614992401
Category : Medical
Languages : en
Pages : 224

Ensuring patient safety and providing high-quality health services are the dominant challenges faced by healthcare systems around the world today. The sharing of advanced knowledge and best practice in diagnosis, therapy, process optimization and prevention are essential to achieve this goal; this includes enhanced networking socially and technologically as well as the inclusion of public health and social sciences. This book contains the proceedings of the 13th European Federation for Medical Informatics (EFMI) Special Topic Conference (STC), held in Prague, Czech Republic, in April 2013. The EFMI STC 2013 is Europe’s leading forum for presenting the results of current scientific work in health informatics processes, systems and technologies this year. The title of this 13th conference is Data and Knowledge for Medical Decision Support, and the conference addresses this important field, linking traditional and translational medicine with natural sciences and technology with a view to the design, implementation and deployment of intelligent systems which will meet the expectations of developers and users such as health professionals and patients. Within this context, the authors included here address the important issues of knowledge representation and management, appropriate terminologies and ontologies, the development of reasoning engines, and the modeling and simulation of real systems for decision making. The hot topics of "Big Data" and "Analytics" also receive attention.

Encyclopedia of Decision Making and Decision Support Technologies

2008-04-30

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Author: Adam, Frederic
Publisher: IGI Global
ISBN: 1599048442
Category : Computers
Languages : en
Pages : 1019

As effective organizational decision making is a major factor in a company's success, a comprehensive account of current available research on the core concepts of the decision support agenda is in high demand by academicians and professionals. Through 110 authoritative contributions by over 160 of the world's leading experts the Encyclopedia of Decision Making and Decision Support Technologies presents a critical mass of research on the most up-to-date research on human and computer support of managerial decision making, including discussion on support of operational, tactical, and strategic decisions, human vs. computer system support structure, individual and group decision making, and multi-criteria decision making.

Knowledge-Based Decision Support for Integrated Water Resources Management with an Application for Wadi Shueib, Jordan

2014-05-13

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Author: David Riepl
Publisher: KIT Scientific Publishing
ISBN: 3731500116
Category : Ethnology. Social and cultural anthropology
Languages : en
Pages : 271

This book takes a two-staged approach to contribute to the contemporary Integrated Water Resources Management (IWRM) research. First it investigates sub-basin-scale IWRM modelling and scenario planning. The Jordanian Wadi Shueib is used as exemplary case study. Then, it develops a framework to collaboratively manage planning and decision making knowledge on the basis of semantic web technologies. Future IWRM initiatives can benefit from the valuable insights achieved in the presented study.

Uncertainty Modeling in Knowledge Engineering and Decision Making

2012

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Author:
Publisher: World Scientific
ISBN: 9814417742
Category : Computers
Languages : en
Pages : 1373

FLINS, originally an acronym for Fuzzy Logic and Intelligent Technologies in Nuclear Science, is now extended to Computational Intelligence for applied research. The contributions to the 10th of FLINS conference cover state-of-the-art research, development, and technology for computational intelligence systems, both from the foundations and the applications points-of-view. Sample Chapter(s). Foreword (55 KB). Evaluation of Manufacturing Technology of Photovoltaic Cells (124 KB). Contents: Decision Making and Decision Support Systems; Uncertainty Modeling; Foundations of Computational Intelligence; Statistics, Data Analysis and Data Mining; Intelligent Information Processing; Productivity and Reliability; Applied Research. Readership: Graduate students, researchers, and academics in artificial intelligence/machine learning, information management, decision sciences, databases/information sciences and fuzzy logic.

Handbook on Decision Making

2010-09-07

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Author: Chee Peng Lim
Publisher: Springer Science & Business Media
ISBN: 3642136397
Category : Technology & Engineering
Languages : en
Pages : 532

Decision making arises when we wish to select the best possible course of action from a set of alternatives. With advancements of the digital technologies, it is easy, and almost instantaneous, to gather a large volume of information and/or data pertaining to a problem that we want to solve. For instance, the world-wi- web is perhaps the primary source of information and/or data that we often turn to when we face a decision making problem. However, the information and/or data that we obtain from the real world often are complex, and comprise various kinds of noise. Besides, real-world information and/or data often are incomplete and ambiguous, owing to uncertainties of the environments. All these make decision making a challenging task. To cope with the challenges of decision making, - searchers have designed and developed a variety of decision support systems to provide assistance in human decision making processes. The main aim of this book is to provide a small collection of techniques stemmed from artificial intelligence, as well as other complementary methodo- gies, that are useful for the design and development of intelligent decision support systems. Application examples of how these intelligent decision support systems can be utilized to help tackle a variety of real-world problems in different - mains, e. g. business, management, manufacturing, transportation and food ind- tries, and biomedicine, are also presented. A total of twenty chapters, which can be broadly divided into two parts, i. e.

Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering

2021-05-28

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Author: Management Association, Information Resources
Publisher: IGI Global
ISBN: 1799890244
Category : Business & Economics
Languages : en
Pages : 1538

Decision support systems (DSS) are widely touted for their effectiveness in aiding decision making, particularly across a wide and diverse range of industries including healthcare, business, and engineering applications. The concepts, principles, and theories of enhanced decision making are essential points of research as well as the exact methods, tools, and technologies being implemented in these industries. From both a standpoint of DSS interfaces, namely the design and development of these technologies, along with the implementations, including experiences and utilization of these tools, one can get a better sense of how exactly DSS has changed the face of decision making and management in multi-industry applications. Furthermore, the evaluation of the impact of these technologies is essential in moving forward in the future. The Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering explores how decision support systems have been developed and implemented across diverse industries through perspectives on the technology, the utilizations of these tools, and from a decision management standpoint. The chapters will cover not only the interfaces, implementations, and functionality of these tools, but also the overall impacts they have had on the specific industries mentioned. This book also evaluates the effectiveness along with benefits and challenges of using DSS as well as the outlook for the future. This book is ideal for decision makers, IT consultants and specialists, software developers, design professionals, academicians, policymakers, researchers, professionals, and students interested in how DSS is being used in different industries.