Frontiers in Massive Data Analysis

Frontiers in Massive Data Analysis
Author: National Research Council
Publisher: National Academies Press
Total Pages: 191
Release: 2013-09-03
Genre: Mathematics
ISBN: 0309287812

Data mining of massive data sets is transforming the way we think about crisis response, marketing, entertainment, cybersecurity and national intelligence. Collections of documents, images, videos, and networks are being thought of not merely as bit strings to be stored, indexed, and retrieved, but as potential sources of discovery and knowledge, requiring sophisticated analysis techniques that go far beyond classical indexing and keyword counting, aiming to find relational and semantic interpretations of the phenomena underlying the data. Frontiers in Massive Data Analysis examines the frontier of analyzing massive amounts of data, whether in a static database or streaming through a system. Data at that scale-terabytes and petabytes-is increasingly common in science (e.g., particle physics, remote sensing, genomics), Internet commerce, business analytics, national security, communications, and elsewhere. The tools that work to infer knowledge from data at smaller scales do not necessarily work, or work well, at such massive scale. New tools, skills, and approaches are necessary, and this report identifies many of them, plus promising research directions to explore. Frontiers in Massive Data Analysis discusses pitfalls in trying to infer knowledge from massive data, and it characterizes seven major classes of computation that are common in the analysis of massive data. Overall, this report illustrates the cross-disciplinary knowledge-from computer science, statistics, machine learning, and application disciplines-that must be brought to bear to make useful inferences from massive data.

Public Technology Procurement and Innovation

Public Technology Procurement and Innovation
Author: Charles Edquist
Publisher: Springer Science & Business Media
Total Pages: 329
Release: 2012-12-06
Genre: Business & Economics
ISBN: 1461546117

Public Technology Procurement and Innovation studies public technology procurement as an instrument of innovation policy. In the past few years, public technology procurement has been a relatively neglected topic in the theoretical and research literature on the economics of innovation. Similarly, preoccupation with `supply-side' measures has led policy-makers to avoid making very extensive use of this important `demand-side' instrument. These trends have been especially pronounced in the European Union. There, as this book will argue, existing legislation governing public procurement presents obstacles to the use of public technology procurement as a means of stimulating and supporting technological innovation. Recently, however, there has been a gradual re-awakening of practical interest in such measures among policy-makers in the EU and elsewhere. For these and other related measures, this volume aims to contribute to a serious reconsideration of public technology procurement from the complementary standpoints of innovation theory and innovation policy.

Reducing Hazardous Waste Generation

Reducing Hazardous Waste Generation
Author: National Research Council
Publisher: National Academies Press
Total Pages: 89
Release: 1985-02-01
Genre: Science
ISBN: 0309034981

This is the first thorough exploration of how industry, government, and the public can use available nontechnical means to reduce significantly the amount of hazardous waste entering the environment. Among the approaches considered are modifications to avoid contaminating normal wastewater with hazardous by-products, education of management and engineering personnel about reuse and recycling, reform of regulations and enforcement procedures, and incentives for improvement in waste practices. A free digest of this volume accompanies each copy.

Discourse Analysis

Discourse Analysis
Author: Nelson Phillips
Publisher: SAGE Publications
Total Pages: 105
Release: 2002-06-12
Genre: Social Science
ISBN: 1506319688

Discourse Analysis: Investigating Processes of Social Construction is the first book to provide a concise, straightforward guide for students and researchers who are interested in understanding and using discourse analysis. The authors reflect on the practice of analyzing discourse and the potential for revealing the processes of social construction that constitute social and organizational life. Addressed to graduate students, academics, and experienced researchers, this book is a comprehensive guide for those new to discourse analysis as well as for researchers in need of a complement to other modes of inquiry.

Uses of Risk Analysis to Achieve Balanced Safety in Building Design and Operations

Uses of Risk Analysis to Achieve Balanced Safety in Building Design and Operations
Author: National Research Council
Publisher: National Academies Press
Total Pages: 81
Release: 1991-02-01
Genre: Technology & Engineering
ISBN: 0309046807

This volume considers engineering risk analysis applications to the field of building safety. Building codes and design criteria used by architects and engineersâ€"standards of good practice defined by industry consensusâ€"have made great strides in bringing the dangers of facilities under control, but the range of hazards (e.g., fire, indoor air pollutants, electrical malfunctions) is broad. Risk analysis offers improved overall safety of new and existing facilities without imposing unacceptable costs. Broad application of risk analysis will help facility professionals, policymakers, and facility users and owners to understand the risks, to determine what levels of risk are socially and economically tolerable, and to manage risk more effectively.

Understanding and Evaluating Research

Understanding and Evaluating Research
Author: Sue L. T. McGregor
Publisher: SAGE Publications
Total Pages: 880
Release: 2017-10-25
Genre: Social Science
ISBN: 1506350976

Understanding and Evaluating Research: A Critical Guide shows students how to be critical consumers of research and to appreciate the power of methodology as it shapes the research question, the use of theory in the study, the methods used, and how the outcomes are reported. The book starts with what it means to be a critical and uncritical reader of research, followed by a detailed chapter on methodology, and then proceeds to a discussion of each component of a research article as it is informed by the methodology. The book encourages readers to select an article from their discipline, learning along the way how to assess each component of the article and come to a judgment of its rigor or quality as a scholarly report.

Harnessing Marine Macroalgae for Industrial Purposes in an Australian Context: Emerging Research and Opportunities

Harnessing Marine Macroalgae for Industrial Purposes in an Australian Context: Emerging Research and Opportunities
Author: Roos, Göran
Publisher: IGI Global
Total Pages: 315
Release: 2018-09-07
Genre: Technology & Engineering
ISBN: 1522555781

In today’s environmental and economic climate, it is important for businesses to drive development towards sustainable and zero-waste industries, responsibly leveraging renewable low-cost inputs to generate high-value outputs for the global market. Marine macroalgae presents modern businesses with opportunities for the development of a new and vibrant industry sector that largely fulfills these requirements. Harnessing Marine Macroalgae for Industrial Purposes in an Australian Context: Emerging Research and Opportunities provides emerging perspectives on the theoretical and practical aspects of developing a new business sector within the bio-marine industry. Featuring coverage on a broad range of topics such as competitive advantage, food industry, and production systems, this publication is ideally designed for environmental researchers, business students, engineers, and academicians seeking current research on the economics, regulation, and policy in supporting the development of the macroalgal industry sector in the global market.

Integration Processes and Policies in Europe

Integration Processes and Policies in Europe
Author: Blanca Garcés-Mascareñas
Publisher: Springer
Total Pages: 209
Release: 2015-10-26
Genre: Social Science
ISBN: 3319216740

In this open access book, experts on integration processes, integration policies, transnationalism, and the migration and development framework provide an academic assessment of the 2011 European Agenda for the Integration of Third-Country Nationals, which calls for integration policies in the EU to involve not only immigrants and their society of settlement, but also actors in their country of origin. Moreover, a heuristic model is developed for the non-normative, analytical study of integration processes and policies based on conceptual, demographic, and historical accounts. The volume addresses three interconnected issues: What does research have to say on (the study of) integration processes in general and on the relevance of actors in origin countries in particular? What is the state of the art of the study of integration policies in Europe and the use of the concept of integration in policy formulation and practice? Does the proposal to include actors in origin countries as important players in integration policies find legitimation in empirical research? A few general conclusions are drawn. First, integration policies have developed at many levels of government: nationally, locally, regionally, and at the supra-national level of the EU. Second, a multitude of stakeholders has become involved in integration as policy designers and implementers. Finally, a logic of policymaking—and not an evidence-based scientific argument—can be said to underlie the European Commission’s redefinition of integration as a three-way process. This book will appeal to academics and policymakers at international, European, national, regional, and local levels. It will also be of interest to graduate and master-level students of political science, sociology, social anthropology, international relations, criminology, geography, and history.

The Effects on the Atmosphere of a Major Nuclear Exchange

The Effects on the Atmosphere of a Major Nuclear Exchange
Author: National Research Council
Publisher: National Academies Press
Total Pages: 204
Release: 1985-02-01
Genre: Science
ISBN: 0309035287

Most of the earth's population would survive the immediate horrors of a nuclear holocaust, but what long-term climatological changes would affect their ability to secure food and shelter? This sobering book considers the effects of fine dust from ground-level detonations, of smoke from widespread fires, and of chemicals released into the atmosphere. The authors use mathematical models of atmospheric processes and data from natural situationsâ€"e.g., volcanic eruptions and arctic hazeâ€"to draw their conclusions. This is the most detailed and comprehensive probe of the scientific evidence published to date.

Intelligence Analysis for Tomorrow

Intelligence Analysis for Tomorrow
Author: National Research Council
Publisher: National Academies Press
Total Pages: 116
Release: 2011-04-08
Genre: Social Science
ISBN: 0309163420

The intelligence community (IC) plays an essential role in the national security of the United States. Decision makers rely on IC analyses and predictions to reduce uncertainty and to provide warnings about everything from international diplomatic relations to overseas conflicts. In today's complex and rapidly changing world, it is more important than ever that analytic products be accurate and timely. Recognizing that need, the IC has been actively seeking ways to improve its performance and expand its capabilities. In 2008, the Office of the Director of National Intelligence (ODNI) asked the National Research Council (NRC) to establish a committee to synthesize and assess evidence from the behavioral and social sciences relevant to analytic methods and their potential application for the U.S. intelligence community. In Intelligence Analysis for Tomorrow: Advances from the Behavioral and Social Sciences, the NRC offers the Director of National Intelligence (DNI) recommendations to address many of the IC's challenges. Intelligence Analysis for Tomorrow asserts that one of the most important things that the IC can learn from the behavioral and social sciences is how to characterize and evaluate its analytic assumptions, methods, technologies, and management practices. Behavioral and social scientific knowledge can help the IC to understand and improve all phases of the analytic cycle: how to recruit, select, train, and motivate analysts; how to master and deploy the most suitable analytic methods; how to organize the day-to-day work of analysts, as individuals and teams; and how to communicate with its customers. The report makes five broad recommendations which offer practical ways to apply the behavioral and social sciences, which will bring the IC substantial immediate and longer-term benefits with modest costs and minimal disruption.