Conclusions And Perspectives

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From Opinion Mining to Financial Argument Mining

Author : Chung-Chi Chen
Publisher : Springer Nature
ISBN 13 : 9811628815
Total Pages : 102 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis From Opinion Mining to Financial Argument Mining by : Chung-Chi Chen

Download or read book From Opinion Mining to Financial Argument Mining written by Chung-Chi Chen and published by Springer Nature. This book was released on 2021 with total page 102 pages. Available in PDF, EPUB and Kindle. Book excerpt: Opinion mining is a prevalent research issue in many domains. In the financial domain, however, it is still in the early stages. Most of the researches on this topic only focus on the coarse-grained market sentiment analysis, i.e., 2-way classification for bullish/bearish. Thanks to the recent financial technology (FinTech) development, some interdisciplinary researchers start to involve in the in-depth analysis of investors' opinions. These works indicate the trend toward fine-grained opinion mining in the financial domain. When expressing opinions in finance, terms like bullish/bearish often spring to mind. However, the market sentiment of the financial instrument is just one type of opinion in the financial industry. Like other industries such as manufacturing and textiles, the financial industry also has a large number of products. Financial services are also a major business for many financial companies, especially in the context of the recent FinTech trend. For instance, many commercial banks focus on loans and credit cards. Although there are a variety of issues that could be explored in the financial domain, most researchers in the AI and NLP communities only focus on the market sentiment of the stock or foreign exchange. This open access book addresses several research issues that can broaden the research topics in the AI community. It also provides an overview of the status quo in fine-grained financial opinion mining to offer insights into the futures goals. For a better understanding of the past and the current research, it also discusses the components of financial opinions one-by-one with the related works and highlights some possible research avenues, providing a research agenda with both micro- and macro-views toward financial opinions.

How People Learn

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309131979
Total Pages : 386 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis How People Learn by : National Research Council

Download or read book How People Learn written by National Research Council and published by National Academies Press. This book was released on 2000-08-11 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: First released in the Spring of 1999, How People Learn has been expanded to show how the theories and insights from the original book can translate into actions and practice, now making a real connection between classroom activities and learning behavior. This edition includes far-reaching suggestions for research that could increase the impact that classroom teaching has on actual learning. Like the original edition, this book offers exciting new research about the mind and the brain that provides answers to a number of compelling questions. When do infants begin to learn? How do experts learn and how is this different from non-experts? What can teachers and schools do-with curricula, classroom settings, and teaching methodsâ€"to help children learn most effectively? New evidence from many branches of science has significantly added to our understanding of what it means to know, from the neural processes that occur during learning to the influence of culture on what people see and absorb. How People Learn examines these findings and their implications for what we teach, how we teach it, and how we assess what our children learn. The book uses exemplary teaching to illustrate how approaches based on what we now know result in in-depth learning. This new knowledge calls into question concepts and practices firmly entrenched in our current education system. Topics include: How learning actually changes the physical structure of the brain. How existing knowledge affects what people notice and how they learn. What the thought processes of experts tell us about how to teach. The amazing learning potential of infants. The relationship of classroom learning and everyday settings of community and workplace. Learning needs and opportunities for teachers. A realistic look at the role of technology in education.

Sustainable Land Management in a European Context

Author : Thomas Weith
Publisher : Springer Nature
ISBN 13 : 3030508412
Total Pages : 344 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Sustainable Land Management in a European Context by : Thomas Weith

Download or read book Sustainable Land Management in a European Context written by Thomas Weith and published by Springer Nature. This book was released on 2020-08-28 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book presents and discusses current issues and innovative solution approaches for land management in a European context. Manifold sustainability issues are closely interconnected with land use practices. Throughout the world, we face increasing conflict over the use of land as well as competition for land. Drawing on experience in sustainable land management gained from seven years of the FONA programme (Research for Sustainable Development, conducted under the auspices of the German Federal Ministry of Education and Research), the book stresses and highlights co-design processes within the “co-creation of knowledge”, involving collaboration in transdisciplinary research processes between academia and other stakeholders. The book begins with an overview of the current state of land use practices and the subsequent need to manage land resources more sustainably. New system solutions and governance approaches in sustainable land management are presented from a European perspective on land use. The volume also addresses how to use new modes of knowledge transfer between science and practice. New perspectives in sustainable land management and methods of combining knowledge and action are presented to a broad readership in land system sciences and environmental sciences, social sciences and geosciences. This book received the Gerd Albers Award. The prize is awarded by the International Society of City and Regional Planners (ISOCARP).

Educating Students to Improve the World

Author : Fernando M. Reimers
Publisher : Springer Nature
ISBN 13 : 9811538875
Total Pages : 138 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Educating Students to Improve the World by : Fernando M. Reimers

Download or read book Educating Students to Improve the World written by Fernando M. Reimers and published by Springer Nature. This book was released on 2020-04-07 with total page 138 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book addresses how to help students find purpose in a rapidly changing world. In a probing and visionary analysis of the field of global education Fernando Reimers explains how to lead the transformation of schools and school systems in order to more effectively prepare students to address today’s’ most urgent challenges and to invent a better future. Offering a comprehensive and multidimensional framework for designing and implementing a global education program that combines cultural, psychological, professional, institutional and political perspectives the book integrates an extensive body of empirical literature on the practice of global education. It discusses several global citizenship curricula that have been adopted by schools and school networks, and ties them into an approach to lead school change into the uncharted territory of the future. Given its scope, the book will help teachers, school and district leaders tackle the change management needed in order to introduce global education, and more generally increase the relevancy of education. In addition, the book offers a “bridge” for more productive collaboration and communication between those who lead the process of educational change, and those who study and theorize this important work. At a time when the urgency of our shared global challenges calls for more understanding and collaboration and when the rapid transformation of societies requires that we help students develop a clear sense of relevancy and purpose, this book offers a way to pursue deep and sustainable change in instruction and school culture, so that students learn that nothing human is foreign and that they can find meaning in lives aligned with audacious purposes to make the world better.

Transnational Perspectives on Curriculum History

Author : Gary McCulloch
Publisher : Routledge
ISBN 13 : 0429887523
Total Pages : 189 pages
Book Rating : 4.4/5 (298 download)

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Book Synopsis Transnational Perspectives on Curriculum History by : Gary McCulloch

Download or read book Transnational Perspectives on Curriculum History written by Gary McCulloch and published by Routledge. This book was released on 2019-11-22 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a remarkable range of research that emphasises the need to analyse the shaping of curricula under historical, social and political variables. Teachers’ life stories, the Cold War as a contextual element that framed curricular transformations in the US and Europe, and the study of trends in education policy at transnational level are issues addressed throughout. The book presents new lines of work, offering multidisciplinary perspectives and provides an overview of how to move forwards. The book brings together the work of international specialists on Curriculum History and presents research that offers new perspectives and methodologies from which to approach the study of the History of Education and Educational Policy. It offers new debates which rethink the historical study of the curriculum and offers a strong interdisciplinary approach, with contributions across Education, History and the Social Sciences. This book will be of great interest for academics and researchers in the fields of education and curriculum studies. It will also appeal to educational professionals, teachers and policy makers.

Brain-Computer Interfaces 2

Author : Maureen Clerc
Publisher : John Wiley & Sons
ISBN 13 : 1119347742
Total Pages : 364 pages
Book Rating : 4.1/5 (193 download)

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Book Synopsis Brain-Computer Interfaces 2 by : Maureen Clerc

Download or read book Brain-Computer Interfaces 2 written by Maureen Clerc and published by John Wiley & Sons. This book was released on 2016-08-16 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: Brain–computer interfaces (BCI) are devices which measure brain activity and translate it into messages or commands, thereby opening up many possibilities for investigation and application. This book provides keys for understanding and designing these multi-disciplinary interfaces, which require many fields of expertise such as neuroscience, statistics, informatics and psychology. This second volume, Technology and Applications, is focused on the field of BCI from the perspective of its end users, such as those with disabilities to practitioners. Covering clinical applications and the field of video games, the book then goes on to explore user needs which drive the design and development of BCI. The software used for their design, primarily OpenViBE, is explained step by step, before a discussion on the use of BCI from ethical, philosophical and social perspectives. The basic notions developed in this reference book are intended to be accessible to all readers interested in BCI, whatever their background. More advanced material is also offered, for readers who want to expand their knowledge in disciplinary fields underlying BCI.

Health Care Comes Home

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309212405
Total Pages : 202 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Health Care Comes Home by : National Research Council

Download or read book Health Care Comes Home written by National Research Council and published by National Academies Press. This book was released on 2011-06-22 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the United States, health care devices, technologies, and practices are rapidly moving into the home. The factors driving this migration include the costs of health care, the growing numbers of older adults, the increasing prevalence of chronic conditions and diseases and improved survival rates for people with those conditions and diseases, and a wide range of technological innovations. The health care that results varies considerably in its safety, effectiveness, and efficiency, as well as in its quality and cost. Health Care Comes Home reviews the state of current knowledge and practice about many aspects of health care in residential settings and explores the short- and long-term effects of emerging trends and technologies. By evaluating existing systems, the book identifies design problems and imbalances between technological system demands and the capabilities of users. Health Care Comes Home recommends critical steps to improve health care in the home. The book's recommendations cover the regulation of health care technologies, proper training and preparation for people who provide in-home care, and how existing housing can be modified and new accessible housing can be better designed for residential health care. The book also identifies knowledge gaps in the field and how these can be addressed through research and development initiatives. Health Care Comes Home lays the foundation for the integration of human health factors with the design and implementation of home health care devices, technologies, and practices. The book describes ways in which the Agency for Healthcare Research and Quality (AHRQ), the U.S. Food and Drug Administration (FDA), and federal housing agencies can collaborate to improve the quality of health care at home. It is also a valuable resource for residential health care providers and caregivers.

Multi Tenancy for Cloud-Based In-Memory Column Databases

Author : Jan Schaffner
Publisher : Springer Science & Business Media
ISBN 13 : 3319004972
Total Pages : 140 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Multi Tenancy for Cloud-Based In-Memory Column Databases by : Jan Schaffner

Download or read book Multi Tenancy for Cloud-Based In-Memory Column Databases written by Jan Schaffner and published by Springer Science & Business Media. This book was released on 2013-07-03 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the proliferation of Software-as-a-Service (SaaS) offerings, it is becoming increasingly important for individual SaaS providers to operate their services at a low cost. This book investigates SaaS from the perspective of the provider and shows how operational costs can be reduced by using “multi tenancy,” a technique for consolidating a large number of customers onto a small number of servers. Specifically, the book addresses multi tenancy on the database level, focusing on in-memory column databases, which are the backbone of many important new enterprise applications. For efficiently implementing multi tenancy in a farm of databases, two fundamental challenges must be addressed, (i) workload modeling and (ii) data placement. The first involves estimating the (shared) resource consumption for multi tenancy on a single in-memory database server. The second consists in assigning tenants to servers in a way that minimizes the number of required servers (and thus costs) based on the assumed workload model. This step also entails replicating tenants for performance and high availability. This book presents novel solutions to both problems.

Forensic Science

Author : Evgeny Katz
Publisher : John Wiley & Sons
ISBN 13 : 3527338942
Total Pages : 448 pages
Book Rating : 4.5/5 (273 download)

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Book Synopsis Forensic Science by : Evgeny Katz

Download or read book Forensic Science written by Evgeny Katz and published by John Wiley & Sons. This book was released on 2016-06-27 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: Concentrating on the natural science aspects of forensics, top international authors from renowned universities, institutes, and laboratories impart the latest information from the field. In doing so they provide the background needed to understand the state of the art in forensic science with a focus on biological, chemical, biochemical, and physical methods. The broad subject coverage includes spectroscopic analysis techniques in various wavelength regimes, gas chromatography, mass spectrometry, electrochemical detection approaches, and imaging techniques, as well as advanced biochemical, DNA-based identification methods. The result is a unique collection of hard-to-get data that is otherwise only found scattered throughout the literature.

U.S. Health in International Perspective

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309264146
Total Pages : 421 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis U.S. Health in International Perspective by : National Research Council

Download or read book U.S. Health in International Perspective written by National Research Council and published by National Academies Press. This book was released on 2013-04-12 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: The United States is among the wealthiest nations in the world, but it is far from the healthiest. Although life expectancy and survival rates in the United States have improved dramatically over the past century, Americans live shorter lives and experience more injuries and illnesses than people in other high-income countries. The U.S. health disadvantage cannot be attributed solely to the adverse health status of racial or ethnic minorities or poor people: even highly advantaged Americans are in worse health than their counterparts in other, "peer" countries. In light of the new and growing evidence about the U.S. health disadvantage, the National Institutes of Health asked the National Research Council (NRC) and the Institute of Medicine (IOM) to convene a panel of experts to study the issue. The Panel on Understanding Cross-National Health Differences Among High-Income Countries examined whether the U.S. health disadvantage exists across the life span, considered potential explanations, and assessed the larger implications of the findings. U.S. Health in International Perspective presents detailed evidence on the issue, explores the possible explanations for the shorter and less healthy lives of Americans than those of people in comparable countries, and recommends actions by both government and nongovernment agencies and organizations to address the U.S. health disadvantage.

Affect and Mathematics Education

Author : Markku S. Hannula
Publisher : Springer
ISBN 13 : 3030137619
Total Pages : 437 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Affect and Mathematics Education by : Markku S. Hannula

Download or read book Affect and Mathematics Education written by Markku S. Hannula and published by Springer. This book was released on 2019-06-03 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book, inspired by the ICME 13 topic study group “Affect, beliefs and identity in mathematics education”, presents the latest trends in research in the area. Following an introduction and a survey chapter providing a concise overview of the state-of-art in the field of mathematics-related affect, the book is divided into three main sections: motivation and values, engagement, and identity in mathematics education. Each section comprises several independent chapters based on original research, as well as a reflective commentary by an expert in the area. Collectively, the chapters present a rich methodological spectrum, from narrative analysis to structural equation modelling. In the final chapter, the editors look ahead to future directions in the area of mathematics-education-related affect. It is a timely resource for all those interested in the interaction between affect and mathematics education.

Angina Pectoris with Normal Coronary Arteries: Syndrome X

Author : Juan Carlos Kaski
Publisher : Springer
ISBN 13 :
Total Pages : 310 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Angina Pectoris with Normal Coronary Arteries: Syndrome X by : Juan Carlos Kaski

Download or read book Angina Pectoris with Normal Coronary Arteries: Syndrome X written by Juan Carlos Kaski and published by Springer. This book was released on 1994-03-31 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Angina pectoris with normal coronary arteriograms is a common entity which has puzzled cardiologists almost since the advent of coronary arteriography. Despite major advances in the understanding of the pathophysiology of angina in recent years and a multitude of studies on the subject, the cause and mechanisms underlying the syndrome of angina with normal coronary arteries remain unknown. Indeed, results of investigations are controversial and speculation still prevails regarding the nature of the so called `Syndrome X'. Almost every important aspect of Syndrome X has been tackled in the book and the reader is exposed not only to the cardiologists' opinion, but also to the authoritative views of the gastroenterologists, gynaecologists and psychiatrists, extremely well represented in this monograph. The book deals with `cardiologists' Syndrome X' and not the metabolic entity termed `Syndrome X'. The possible connection between the two, however, is discussed. Angina with Normal Coronary Arteries: Syndrome X contributes to the understanding of Syndrome X and helps clinicians manage their Syndrome X-patients better and investigators to open new avenues for research.

Changing the Conversation

Author : National Academy of Engineering
Publisher : National Academies Press
ISBN 13 : 0309134358
Total Pages : 164 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Changing the Conversation by : National Academy of Engineering

Download or read book Changing the Conversation written by National Academy of Engineering and published by National Academies Press. This book was released on 2008-06-10 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: Can the United States continue to lead the world in innovation? The answer may hinge in part on how well the public understands engineering, a key component of the 'innovation engine'. A related concern is how to encourage young people-particularly girls and under-represented minorities-to consider engineering as a career option. Changing the Conversation provides actionable strategies and market-tested messages for presenting a richer, more positive image of engineering. This book presents and discusses in detail market research about what the public finds most appealing about engineering-as well as what turns the public off. Changing the Conversation is a vital tool for improving the public image of engineering and outreach efforts related to engineering. It will be used by engineers in professional and academic settings including informal learning environments (such as museums and science centers), engineering schools, national engineering societies, technology-based corporations that support education and other outreach to schools and communities, and federal and state agencies and labs that do or promote engineering, technology, and science.

The Changing Nature of Work

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309172926
Total Pages : 376 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The Changing Nature of Work by : National Research Council

Download or read book The Changing Nature of Work written by National Research Council and published by National Academies Press. This book was released on 1999-09-07 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although there is great debate about how work is changing, there is a clear consensus that changes are fundamental and ongoing. The Changing Nature of Work examines the evidence for change in the world of work. The committee provides a clearly illustrated framework for understanding changes in work and these implications for analyzing the structure of occupations in both the civilian and military sectors. This volume explores the increasing demographic diversity of the workforce, the fluidity of boundaries between lines of work, the interdependent choices for how work is structured-and ultimately, the need for an integrated systematic approach to understanding how work is changing. The book offers a rich array of data and highlighted examples on: Markets, technology, and many other external conditions affecting the nature of work. Research findings on American workers and how they feel about work. Downsizing and the trend toward flatter organizational hierarchies. Autonomy, complexity, and other aspects of work structure. The committee reviews the evolution of occupational analysis and examines the effectiveness of the latest systems in characterizing current and projected changes in civilian and military work. The occupational structure and changing work requirements in the Army are presented as a case study.

Eager to Learn

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309068363
Total Pages : 464 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Eager to Learn by : National Research Council

Download or read book Eager to Learn written by National Research Council and published by National Academies Press. This book was released on 2001-01-22 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clearly babies come into the world remarkably receptive to its wonders. Their alertness to sights, sounds, and even abstract concepts makes them inquisitive explorersâ€"and learnersâ€"every waking minute. Well before formal schooling begins, children's early experiences lay the foundations for their later social behavior, emotional regulation, and literacy. Yet, for a variety of reasons, far too little attention is given to the quality of these crucial years. Outmoded theories, outdated facts, and undersized budgets all play a part in the uneven quality of early childhood programs throughout our country. What will it take to provide better early education and care for our children between the ages of two and five? Eager to Learn explores this crucial question, synthesizing the newest research findings on how young children learn and the impact of early learning. Key discoveries in how young children learn are reviewed in language accessible to parents as well as educators: findings about the interplay of biology and environment, variations in learning among individuals and children from different social and economic groups, and the importance of health, safety, nutrition and interpersonal warmth to early learning. Perhaps most significant, the book documents how very early in life learning really begins. Valuable conclusions and recommendations are presented in the areas of the teacher-child relationship, the organization and content of curriculum, meeting the needs of those children most at risk of school failure, teacher preparation, assessment of teaching and learning, and more. The book discusses: Evidence for competing theories, models, and approaches in the field and a hard look at some day-to-day practices and activities generally used in preschool. The role of the teacher, the importance of peer interactions, and other relationships in the child's life. Learning needs of minority children, children with disabilities, and other special groups. Approaches to assessing young children's learning for the purposes of policy decisions, diagnosis of educational difficulties, and instructional planning. Preparation and continuing development of teachers. Eager to Learn presents a comprehensive, coherent picture of early childhood learning, along with a clear path toward improving this important stage of life for all children.

Rediscovering Geography

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309051991
Total Pages : 260 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Rediscovering Geography by : National Research Council

Download or read book Rediscovering Geography written by National Research Council and published by National Academies Press. This book was released on 1997-03-28 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: As political, economic, and environmental issues increasingly spread across the globe, the science of geography is being rediscovered by scientists, policymakers, and educators alike. Geography has been made a core subject in U.S. schools, and scientists from a variety of disciplines are using analytical tools originally developed by geographers. Rediscovering Geography presents a broad overview of geography's renewed importance in a changing world. Through discussions and highlighted case studies, this book illustrates geography's impact on international trade, environmental change, population growth, information infrastructure, the condition of cities, the spread of AIDS, and much more. The committee examines some of the more significant tools for data collection, storage, analysis, and display, with examples of major contributions made by geographers. Rediscovering Geography provides a blueprint for the future of the discipline, recommending how to strengthen its intellectual and institutional foundation and meet the demand for geographic expertise among professionals and the public.

Convergence

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309301645
Total Pages : 234 pages
Book Rating : 4.3/5 (93 download)

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Book Synopsis Convergence by : National Research Council

Download or read book Convergence written by National Research Council and published by National Academies Press. This book was released on 2014-06-16 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: Convergence of the life sciences with fields including physical, chemical, mathematical, computational, engineering, and social sciences is a key strategy to tackle complex challenges and achieve new and innovative solutions. However, institutions face a lack of guidance on how to establish effective programs, what challenges they are likely to encounter, and what strategies other organizations have used to address the issues that arise. This advice is needed to harness the excitement generated by the concept of convergence and channel it into the policies, structures, and networks that will enable it to realize its goals. Convergence investigates examples of organizations that have established mechanisms to support convergent research. This report discusses details of current programs, how organizations have chosen to measure success, and what has worked and not worked in varied settings. The report summarizes the lessons learned and provides organizations with strategies to tackle practical needs and implementation challenges in areas such as infrastructure, student education and training, faculty advancement, and inter-institutional partnerships.