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Human-Machine Cooperative Decision Making

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Release : 2022-11-07
Genre : Technology & Engineering
Kind : eBook
Book Rating : 238/5 ( reviews)

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Book Synopsis Human-Machine Cooperative Decision Making by : Rothfuß, Simon

Download or read book Human-Machine Cooperative Decision Making written by Rothfuß, Simon. This book was released on 2022-11-07. Available in PDF, EPUB and Kindle. Book excerpt: The research reported in this thesis focuses on the decision making aspect of human-machine cooperation and reveals new insights from theoretical modeling to experimental evaluations: Two mathematical behavior models of two emancipated cooperation partners in a cooperative decision making process are introduced. The model-based automation designs are experimentally evaluated and thereby demonstrate their benefits compared to state-of-the-art approaches.

Designing Human-machine Cooperation Systems

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Release : 2014-07-09
Genre : Technology & Engineering
Kind : eBook
Book Rating : 374/5 ( reviews)

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Book Synopsis Designing Human-machine Cooperation Systems by : Patrick Millot

Download or read book Designing Human-machine Cooperation Systems written by Patrick Millot. This book was released on 2014-07-09. Available in PDF, EPUB and Kindle. Book excerpt: This book, on the ergonomics of human−machine systems, is aimed at engineers specializing in informatics, automation, production or robotics, who are faced with a significant dilemma during the conception of human−machine systems. On the one hand, the human operator guarantees the reliability of the system and has been known to salvage numerous critical situations through an ability to reason in unplanned, imprecise and uncertain situations; on the other hand, the human operator can be unpredictable and create disturbances in the automated system. The first part of the book is dedicated to the methods of human-centered design, from three different points of view, the various chapters focusing on models developed by human engineers and functional models to explain human behavior in their environment, models of cognitive psychology and models in the domain of automobile driving. Part 2 develops the methods of evaluation of the human−machine systems, looking at the evaluation of the activity of the human operator at work and human error analysis methods. Finally, Part 3 is dedicated to human−machine cooperation, where the authors show that a cooperative agent comprises a know-how and a so-called know-how-to-cooperate and show the way to design and evaluate that cooperation in real industrial contexts.

Distributed Decision Making

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Release : 1991-08-26
Genre : Psychology
Kind : eBook
Book Rating : 287/5 ( reviews)

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Book Synopsis Distributed Decision Making by : Jens Rasmussen

Download or read book Distributed Decision Making written by Jens Rasmussen. This book was released on 1991-08-26. Available in PDF, EPUB and Kindle. Book excerpt: Frequently (and often inappropriately) decision making in the work environment has been analyzed and modeled in terms of isolated decisions made by one person. In reality, decision making is a continuous, interpersonal process usually involving several ``decision makers'' aiming at dynamic and cooperative control of the state of affairs at work. Based on original contributions from researchers and research teams, this book provides an urgently needed cognitive approach to models of distributed decision making, exploring the basis for design of decision support systems in various complex, collective, modern work environments. It identifies the state of the art of modeling distributed decision making and the problems imposed by modern high-tech systems. A also formulates promising research avenues.

Complex Operational Decision Making in Networked Systems of Humans and Machines

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Release : 2014
Genre : Political Science
Kind : eBook
Book Rating : 703/5 ( reviews)

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Book Synopsis Complex Operational Decision Making in Networked Systems of Humans and Machines by : National Research Council

Download or read book Complex Operational Decision Making in Networked Systems of Humans and Machines written by National Research Council. This book was released on 2014. Available in PDF, EPUB and Kindle. Book excerpt: "Complex Operational Decision Making in Networked Systems of Humans and Machines explores the possibilities for better decision making through collaboration between humans and computers. This study is situated around the essence of decision making; the vast amounts of data that have become available as the basis for complex decision making; and the nature of collaboration that is possible between humans and machines in the process of making complex decisions. This report discusses the research goals and relevant milestones in several enabling subfields as they relate to enhanced human-machine collaboration for complex decision making; the relevant impediments and systems-integration challenges that are preventing technological breakthroughs in these subfields; and a sense of the research that is occurring in university, government and industrial labs outside of the United States, and the implications of this research for U.S. policy. The development of human-machine collaboration for complex decision making is still in its infancy relative to where cross-disciplinary research could take it over the next generation."--Publisher's description.

Decision Intelligence

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Release : 2023-04-26
Genre : Business & Economics
Kind : eBook
Book Rating : 001/5 ( reviews)

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Book Synopsis Decision Intelligence by : Miriam O'Callaghan

Download or read book Decision Intelligence written by Miriam O'Callaghan. This book was released on 2023-04-26. Available in PDF, EPUB and Kindle. Book excerpt: 1. Provides a multidisciplinary approach of building knowledge on DI; 2. Discusses the limits of the human brain and why computer models are better at making decisions; 3. Covers agent programs for AI-powered decision-making agents; 4. Presents a DI framework - flowchart and figures; 5. Includes detailed and comprehensive information on DI tools and technologies; 6. Gives an ethics-focused approach to building DI systems for the protection of human rights and wellbeing.

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