Handbook of Sharing Confidential Data PDF Download
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Author: Jörg Drechsler
Publisher: CRC Press
ISBN: 1040118704
Category : Business & Economics
Languages : en
Pages : 342
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Book Description
Statistical agencies, research organizations, companies, and other data stewards that seek to share data with the public face a challenging dilemma. They need to protect the privacy and confidentiality of data subjects and their attributes while providing data products that are useful for their intended purposes. In an age when information on data subjects is available from a wide range of data sources, as are the computational resources to obtain that information, this challenge is increasingly difficult. The Handbook of Sharing Confidential Data helps data stewards understand how tools from the data confidentiality literature—specifically, synthetic data, formal privacy, and secure computation—can be used to manage trade-offs in disclosure risk and data usefulness. Key features: • Provides overviews of the potential and the limitations of synthetic data, differential privacy, and secure computation • Offers an accessible review of methods for implementing differential privacy, both from methodological and practical perspectives • Presents perspectives from both computer science and statistical science for addressing data confidentiality and privacy • Describes genuine applications of synthetic data, formal privacy, and secure computation to help practitioners implement these approaches The handbook is accessible to both researchers and practitioners who work with confidential data. It requires familiarity with basic concepts from probability and data analysis.
Author: Jörg Drechsler
Publisher: CRC Press
ISBN: 1040118704
Category : Business & Economics
Languages : en
Pages : 342
Get Book Here
Book Description
Statistical agencies, research organizations, companies, and other data stewards that seek to share data with the public face a challenging dilemma. They need to protect the privacy and confidentiality of data subjects and their attributes while providing data products that are useful for their intended purposes. In an age when information on data subjects is available from a wide range of data sources, as are the computational resources to obtain that information, this challenge is increasingly difficult. The Handbook of Sharing Confidential Data helps data stewards understand how tools from the data confidentiality literature—specifically, synthetic data, formal privacy, and secure computation—can be used to manage trade-offs in disclosure risk and data usefulness. Key features: • Provides overviews of the potential and the limitations of synthetic data, differential privacy, and secure computation • Offers an accessible review of methods for implementing differential privacy, both from methodological and practical perspectives • Presents perspectives from both computer science and statistical science for addressing data confidentiality and privacy • Describes genuine applications of synthetic data, formal privacy, and secure computation to help practitioners implement these approaches The handbook is accessible to both researchers and practitioners who work with confidential data. It requires familiarity with basic concepts from probability and data analysis.
Author: Robin Rice
Publisher: Facet Publishing
ISBN: 1783300477
Category : Language Arts & Disciplines
Languages : en
Pages : 193
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Book Description
An insider’s guide to data librarianship packed full of practical examples and advice for any library and information professional learning to deal with data. Interest in data has been growing in recent years. Support for this peculiar class of digital information – its use, preservation and curation, and how to support researchers’ production and consumption of it in ever greater volumes to create new knowledge, is needed more than ever. Many librarians and information professionals are finding their working life is pulling them toward data support or research data management but lack the skills required. The Data Librarian’s Handbook, written by two data librarians with over 30 years’ combined experience, unpicks the everyday role of the data librarian and offers practical guidance on how to collect, curate and crunch data for economic, social and scientific purposes. With contemporary case studies from a range of institutions and disciplines, tips for best practice, study aids and links to key resources, this book is a must-read for all new entrants to the field, library and information students and working professionals. Key topics covered include: • the evolution of data libraries and data archives • handling data compared to other forms of information • managing and curating data to ensure effective use and longevity • how to incorporate data literacy into mainstream library instruction and information literacy training • how to develop an effective institutional research data management (RDM) policy and infrastructure • how to support and review a data management plan (DMP) for a project, a key requirement for most research funders • approaches for developing, managing and promoting data repositories • handling and sharing confidential or sensitive data • supporting open scholarship and open science, ensuring data are discoverable, accessible, intelligible and assessable. This title is for the practising data librarian, possibly new in their post with little experience of providing data support. It is also for managers and policy-makers, public service librarians, research data management coordinators and data support staff. It will also appeal to students and lecturers in iSchools and other library and information degree programmes where academic research support is taught.
Author: Erika McCallister
Publisher: DIANE Publishing
ISBN: 1437934889
Category : Computers
Languages : en
Pages : 59
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Book Description
The escalation of security breaches involving personally identifiable information (PII) has contributed to the loss of millions of records over the past few years. Breaches involving PII are hazardous to both individuals and org. Individual harms may include identity theft, embarrassment, or blackmail. Organ. harms may include a loss of public trust, legal liability, or remediation costs. To protect the confidentiality of PII, org. should use a risk-based approach. This report provides guidelines for a risk-based approach to protecting the confidentiality of PII. The recommend. here are intended primarily for U.S. Fed. gov¿t. agencies and those who conduct business on behalf of the agencies, but other org. may find portions of the publication useful.
Author: Claire Bessant
Publisher: The Law Society
ISBN: 1853288543
Category : Law
Languages : en
Pages : 368
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Book Description
This practical new handbook provides a clear explanation of how the law regulates the sharing of information.
Author: Song, Min
Publisher: IGI Global
ISBN: 1599049910
Category : Computers
Languages : en
Pages : 899
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Book Description
Examines recent advances and surveys of applications in text and web mining which should be of interest to researchers and end-users alike.
Author: Laura Gail Lunsford
Publisher: Routledge
ISBN: 1317188047
Category : Business & Economics
Languages : en
Pages : 213
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Book Description
Despite the interest and pervasiveness of mentoring there has been little attention devoted to professionalizing mentoring for program managers in learning organizations, especially post-secondary institutions, and there are scant resources available for mentoring coordinators. This book fills that gap. Drawing on research on mentoring and coaching in psychology, education and organizations, this guide translates research into practice by helping program administrators learn more about the behaviors of mentoring, stages of mentoring relationships, elements of high quality relationships, and recognizing and avoiding dysfunctional ones. The book includes diagnostic surveys and case studies that coordinators might use in their programs and makes an important contribution to the literature on mentoring, providing a practical, up-to-date resource for those working in the field on how to set up, run, and evaluate their mentoring programs.
Author: Christopher Andrew Lepczyk
Publisher:
ISBN: 0520284771
Category : Nature
Languages : en
Pages : 333
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Book Description
"Handbook of Citizen Science in Ecology and Conservation is the first practical and comprehensive manual that provides step-by-step instructions for creating natural science research projects that involve collaboration between scientists and the general public. As citizen-science projects become increasingly common, there is a growing need for concrete best practices around planning and implementing successful projects that can allow project leaders to guide and gauge success of projects while ensuring the collection of high-quality data. Based on a variety of case studies from several citizen-science projects, this is the definitive reference guide for all potential citizen-science practitioners, ranging from professors and graduate students to staff at agencies and nongovernmental organizations"--
Author: Rita Cheminais
Publisher: SAGE Publications
ISBN: 1849200963
Category : Education
Languages : en
Pages : 161
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Book Description
With downloadable electronic resources Are you a new or trainee SENCO (Special Educational Needs Co-ordinator) looking for guidance? Do you have responsibility for your school's special educational needs (SEN) provision? Leading and co-ordinating SEN provision within a whole school is a mammoth task, and this book is your ultimate guide to getting it right. By breaking down the detailed information into manageable chunks, this book sets out the responsibilities of the SENCO and helps you make sure you are meeting the requirements of the SENCO Regulations. It is an invaluable guide for those working with children and young people from Birth to 19 in any setting. Chapters cover: - SEN, disability and Every Child Matters (ECM) legislation and policy - key elements of the National Award for SEN Coordination - coordinating SEN provision - planning and deploying the SEN budget - working in partnership with young people, parents and other professionals - leading, developing and supporting colleagues - record keeping and information management - provision mapping and management. Visit www.sagepub.co.uk/ritacheminais for downloadable materials to support the chapters in this book, which include templates, activities, a PowerPoint presentation, staff surveys and training plans. Suitable for new SENCOs and anyone responsible for SEN provision in their setting, this handbook will also be of interest to everyone involved with delivering the national SENCO training.
Author: Martin Werner
Publisher: Springer Nature
ISBN: 3030554627
Category : Computers
Languages : en
Pages : 641
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Book Description
This handbook covers a wide range of topics related to the collection, processing, analysis, and use of geospatial data in their various forms. This handbook provides an overview of how spatial computing technologies for big data can be organized and implemented to solve real-world problems. Diverse subdomains ranging from indoor mapping and navigation over trajectory computing to earth observation from space, are also present in this handbook. It combines fundamental contributions focusing on spatio-textual analysis, uncertain databases, and spatial statistics with application examples such as road network detection or colocation detection using GPUs. In summary, this handbook gives an essential introduction and overview of the rich field of spatial information science and big geospatial data. It introduces three different perspectives, which together define the field of big geospatial data: a societal, governmental, and governance perspective. It discusses questions of how the acquisition, distribution and exploitation of big geospatial data must be organized both on the scale of companies and countries. A second perspective is a theory-oriented set of contributions on arbitrary spatial data with contributions introducing into the exciting field of spatial statistics or into uncertain databases. A third perspective is taking a very practical perspective to big geospatial data, ranging from chapters that describe how big geospatial data infrastructures can be implemented and how specific applications can be implemented on top of big geospatial data. This would include for example, research in historic map data, road network extraction, damage estimation from remote sensing imagery, or the analysis of spatio-textual collections and social media. This multi-disciplinary approach makes the book unique. This handbook can be used as a reference for undergraduate students, graduate students and researchers focused on big geospatial data. Professionals can use this book, as well as practitioners facing big collections of geospatial data.
Author: George Stricker
Publisher: Springer Science & Business Media
ISBN: 1461541956
Category : Psychology
Languages : en
Pages : 410
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Book Description
For the first time in history, behavioral health providers are expected to understand and participate in activities intended to access and improve the quality of services they provide. This handbook is designed as a general resource in the field of behavioral health quality management for a very diverse group of readers, including graduate and undergraduate students, payors, purchasers and administrators within managed care organizations, public sector service system planners and managers, applied health services researchers and program evaluators. This volume provides a comprehensive context for the development of quality management (QM) in health services - behavioral health in particular - as well as an overview of tools, techniques, and programs reflecting QM in practice. It also offers perspectives on both internally- and externally-based QM activities.
