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Complex Operational Decision Making in Networked Systems of Humans and Machines

2014 Political Science
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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.

A Decadal Survey of the Social and Behavioral Sciences

2019-07-26 Social Science
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Release : 2019-07-26
Genre : Social Science
Kind : eBook
Book Rating : 617/5 ( reviews)

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Book Synopsis A Decadal Survey of the Social and Behavioral Sciences by : National Academies of Sciences, Engineering, and Medicine

Download or read book A Decadal Survey of the Social and Behavioral Sciences written by National Academies of Sciences, Engineering, and Medicine. This book was released on 2019-07-26. Available in PDF, EPUB and Kindle. Book excerpt: The primary function of the intelligence analyst is to make sense of information about the world, but the way analysts do that work will look profoundly different a decade from now. Technological changes will bring both new advances in conducting analysis and new risks related to technologically based activities and communications around the world. Because these changes are virtually inevitable, the Intelligence Community will need to make sustained collaboration with researchers in the social and behavioral sciences (SBS) a key priority if it is to adapt to these changes in the most productive ways. A Decadal Survey Of The Social and Behavioral Sciences provides guidance for a 10-year research agenda. This report identifies key opportunities in SBS research for strengthening intelligence analysis and offers ideas for integrating the knowledge and perspectives of researchers from these fields into the planning and design of efforts to support intelligence analysis.

Progressive Decision-Making Tools and Applications in Project and Operation Management

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Kind : eBook
Book Rating : 199/5 ( reviews)

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Book Synopsis Progressive Decision-Making Tools and Applications in Project and Operation Management by : Mohammad Yazdi

Download or read book Progressive Decision-Making Tools and Applications in Project and Operation Management written by Mohammad Yazdi. This book was released on . Available in PDF, EPUB and Kindle. Book excerpt:

Data Analytics and Psychometrics

2018-12-01 Education
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Release : 2018-12-01
Genre : Education
Kind : eBook
Book Rating : 287/5 ( reviews)

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Book Synopsis Data Analytics and Psychometrics by : Hong Jiao

Download or read book Data Analytics and Psychometrics written by Hong Jiao. This book was released on 2018-12-01. Available in PDF, EPUB and Kindle. Book excerpt: The general theme of this book is to encourage the use of relevant methodology in data mining which is or could be applied to the interplay of education, statistics and computer science to solve psychometric issues and challenges in the new generation of assessments. In addition to item response data, other data collected in the process of assessment and learning will be utilized to help solve psychometric challenges and facilitate learning and other educational applications. Process data include those collected or available for collection during the process of assessment and instructional phase such as responding sequence data, log files, the use of help features, the content of web searches, etc. Some book chapters present the general exploration of process data in large-scale assessment. Further, other chapters also address how to integrate psychometrics and learning analytics in assessment and survey, how to use data mining techniques for security and cheating detection, how to use more assessment results to facilitate student’s learning and guide teacher’s instructional efforts. The book includes both theoretical and methodological presentations that might guide the future in this area, as well as illustrations of efforts to implement big data analytics that might be instructive to those in the field of learning and psychometrics. The context of the effort is diverse, including K-12, higher education, financial planning, and survey utilization. It is hoped that readers can learn from different disciplines, especially those who are specialized in assessment, would be critical to expand the ideas of what we can do with data analytics for informing assessment practices.

Collaboration in a Data-Rich World

2017-09-06 Business & Economics
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Release : 2017-09-06
Genre : Business & Economics
Kind : eBook
Book Rating : 51X/5 ( reviews)

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Book Synopsis Collaboration in a Data-Rich World by : Luis M. Camarinha-Matos

Download or read book Collaboration in a Data-Rich World written by Luis M. Camarinha-Matos. This book was released on 2017-09-06. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 18th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2017, held in Vicenza, Italy, in September 2017. The 68 revised full papers were carefully reviewed and selected from 159 submissions. They provide a comprehensive overview of identified challenges and recent advances in various collaborative network (CN) domains and their applications, with a strong focus on the following areas: collaborative models, platforms and systems for data-rich worlds; manufacturing ecosystem and collaboration in Industry 4.0; big data analytics and intelligence; risk, performance, and uncertainty in collaborative data-rich systems; semantic data/service discovery, retrieval, and composition in a collaborative data-rich world; trust and sustainability analysis in collaborative networks; value creation and social impact of collaboration in data-rich worlds; technology development platforms supporting collaborative systems; collective intelligence and collaboration in advanced/emerging applications: collaborative manufacturing and factories of the future, e-health and care, food and agribusiness, and crisis/disaster management.

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