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Given the importance of the civilian workforce to the U.S. Department of Defense's (DoD's) cyber mission, it is imperative to understand how pay, promotion, and retention have varied over time and to continue to identify and refine strategies for retaining civilians with cyber expertise. After establishing that these personnel outcomes vary across cyber occupations and differ from the outcomes for the rest of DoD, the authors explore how training might be used as a retention lever for cyber employees. Training is an essential component of initial and ongoing skill development and is especially important in cyber, where technology changes at a rapid pace. Although training is necessary to ensure the continual productivity of the DoD cyber workforce, simulation results suggest that an aggressive training policy should be accompanied by the development of internal opportunities and by pay commensurate with external opportunities. Otherwise, trained personnel will have a relative disincentive to stay, assuming their training is equally valuable and remunerative elsewhere. Therefore, training policy should not be developed in isolation but in concert with internal pay, opportunities for advancement, and engaging work experiences.
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Information storage and retrieval systems --- Management information systems --- Business. --- Business
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As platforms for sharing, re-using and storing data, research data repositories are integral to open science policy. This book provides a comprehensive approach to these data repositories, their functionalities, uses, issues and prospects. Taking France as an example, the current landscape of data repositories is considered, including discussion of the idea of a national repository and a comparative study of several national systems. The international re3data directory is outlined and a collection of six case studies of model repositories, both public and private, are detailed (CDS, Data INRAE, SEANOE, Nakala, Figshare and Data Mendeley). Research Data Sharing and Valorization also includes appendices containing a number of websites and reference texts from the French Ministry of Higher Education, Research and Innovation, and the CNRS. To the authors' knowledge, it is the first book to be entirely devoted to these new platforms and is aimed at researchers, teachers, students and professionals working with scientific and technical data and information.
Information retrieval. --- Information storage and retrieval systems --- Research.
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Construction industry --- Information storage and retrieval systems --- Data processing. --- Engineering.
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"In recent years, interest within the research community and the legal industry regarding technological advances in legal knowledge representation has been growing. This relates to areas such as computational models of legal reasoning, cybersecurity, privacy, trust and blockchain methods, among other things. This book presents the proceedings of JURIX 2022, the 35th International Conference on Legal Knowledge and Information Systems, held from 14 -16 December in Saarbrücken, Germany, under the auspices of the Dutch Foundation for Legal Knowledge Based Systems and hosted by Saarland University. The annual JURIX conference has become an international forum for academics and professionals to exchange knowledge and experiences at the intersection of law and artificial intelligence (AI). For this edition, 62 submissions were received from 163 authors in 24 countries. Following a rigorous review process, carried out by a programme committee of 72 experts recognised in the field, 14 submissions were selected for publication as long papers, 22 as short papers and 5 as demo papers, making a total of 41 papers altogether and representing a 22.5% acceptance rate for long papers (66.1% overall). The broad array of topics covered includes argumentation and legal reasoning, legal ontologies and the semantic web, machine and deep learning and natural language processing for legal knowledge extraction, as well as argument mining, translation of legal texts, defeasible logic, legal compliance, explainable AI, alternative dispute resolution, legal drafting and smart contracts. Providing an overview of recent advances, the book will be of interest to all those working at the interface between the law and AI"--
Law --- Artificial intelligence --- Information storage and retrieval systems --- Methodology --- Automation
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"Seminal to the rise of human cultures, the practice of collecting is an expression of individual and societal self-understanding. Through collections, cultures learn and grow. The introduction of digital technology has accelerated this process and at the same time changed how, what, and why we collect. Ever-expanding storage capacities and the accumulation of unprecedented amounts of data are part of a highly complex information economy in which collecting has become even more important for the formation of the past, present, and future. Museums, libraries, and archives have adapted to the requirements of a digital environment, as has anyone who browses the internet and stores information on hard drives or cloud servers. In turn, companies follow the digital footprint we leave behind. Today, collecting includes not only physical objects but also the binary code that allows for their virtual representation on screen. Collecting in the Twenty-First Century identifies the impact of technology, both new and old, on the cultural practice of collecting as well as the challenges and opportunities of collecting in the digital era. Scholars from German Studies, Media Studies, Museum Studies, Sound Studies, Information Technology, and Art History as well as librarians and preservationists offer insights into the most recent developments in collecting practices"--
Digital libraries. --- Digital preservation. --- Collectors and collecting. --- Information storage and retrieval systems --- Museums. --- Archives. --- Libraries.
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