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Big Data in Context: Legal, Social and Technological Insights

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Book Series: SpringerBriefs in Law ISSN: 2192-8568 ISBN: 9783319624600 9783319624617 Year: Pages: 120 DOI: https://doi.org/10.1007/978-3-319-62461-7 Language: English
Publisher: Springer
Subject: Information theory
Added to DOAB on : 2017-11-24 10:19:35
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This book sheds new light on a selection of big data scenarios from an interdisciplinary perspective. It features legal, sociological and economic approaches to fundamental big data topics such as privacy, data quality and the ECJ’s Safe Harbor decision on the one hand, and practical applications such as smart cars, wearables and web tracking on the other. Addressing the interests of researchers and practitioners alike, it provides a comprehensive overview of and introduction to the emerging challenges regarding big data.All contributions are based on papers submitted in connection with ABIDA (Assessing Big Data), an interdisciplinary research project exploring the societal aspects of big data and funded by the German Federal Ministry of Education and Research.This volume was produced as a part of the ABIDA project (Assessing Big Data, 01IS15016A-F). ABIDA is a four-year collaborative project funded by the Federal Ministry of Education and Research. However the views and opinions expressed in this book reflect only the authors’ point of view and not necessarily those of all members of the ABIDA project or the Federal Ministry of Education and Research.

The Future Internet: Future Internet Assembly 2012: From Promises to Reality

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Book Series: Lecture Notes in Computer Science ISSN: 03029743 ISBN: 9783642302404 9783642302411 Year: Volume: 7281 Pages: 243 DOI: 10.1007/978-3-642-30241-1 Language: English
Publisher: Springer
Subject: Computer Science
Added to DOAB on : 2012-08-16 16:43:16
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Irrespective of whether we use economic or societal metrics, the Internet is one of the most important technical infrastructures in existence today. It will serve as a catalyst for much of our innovation and prosperity in the future. A competitive Europe will require Internet connectivity and services beyond the capabilities offered by current technologies. Future Internet research is therefore a must. The Future Internet Assembly (FIA) is a successful and unique bi-annual conference that brings together participants of over 150 projects from several distinct but interrelated areas in the EU Framework Programme 7. The 20 full papers included in this volume were selected from 40 submissions, and are preceded by a vision paper describing the FIA Roadmap. The papers have been organized into topical sections on the foundations of Future Internet, the applications of Future Internet, Smart Cities, and Future Internet infrastructures.

Secondary Analysis of Electronic Health Records

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ISBN: 9783319437408 9783319437422 Year: Pages: 427 DOI: 10.1007/978-3-319-43742-2 Language: English
Publisher: Springer
Subject: Medicine (General) --- Pharmacy and materia medica --- Biotechnology --- Electrical and Nuclear Engineering
Added to DOAB on : 2017-02-14 10:17:52
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This book trains the next generation of scientists representing different disciplines to leverage the data generated during routine patient care. It formulates a more complete lexicon of evidence-based recommendations and support shared, ethical decision making by doctors with their patients. Diagnostic and therapeutic technologies continue to evolve rapidly, and both individual practitioners and clinical teams face increasingly complex ethical decisions. Unfortunately, the current state of medical knowledge does not provide the guidance to make the majority of clinical decisions on the basis of evidence.The present research infrastructure is inefficient and frequently produces unreliable results that cannot be replicated. Even randomized controlled trials (RCTs), the traditional gold standards of the research reliability hierarchy, are not without limitations. They can be costly, labor intensive, and slow, and can return results that are seldom generalizable to every patient population. Furthermore, many pertinent but unresolved clinical and medical systems issues do not seem to have attracted the interest of the research enterprise, which has come to focus instead on cellular and molecular investigations and single-agent (e.g., a drug or device) effects. For clinicians, the end result is a bit of a “data desert” when it comes to making decisions. The new research infrastructure proposed in this book will help the medical profession to make ethically sound and well informed decisions for their patients.

Clinical Text Mining: Secondary Use of Electronic Patient Records

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ISBN: 9783319785028 9783319785035 Year: Pages: 181 DOI: https://doi.org/10.1007/978-3-319-78503-5 Language: English
Publisher: Springer Grant: Riksbankens Jubileumsfond; Stockholm University
Subject: Medicine (General)
Added to DOAB on : 2018-06-22 15:52:54
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This open access book describes the results of natural language processing and machine learning methods applied to clinical text from electronic patient records.It is divided into twelve chapters. Chapters 1-4 discuss the history and background of the original paper-based patient records, their purpose, and how they are written and structured. These initial chapters do not require any technical or medical background knowledge. The remaining eight chapters are more technical in nature and describe various medical classifications and terminologies such as ICD diagnosis codes, SNOMED CT, MeSH, UMLS, and ATC. Chapters 5-10 cover basic tools for natural language processing and information retrieval, and how to apply them to clinical text. The difference between rule-based and machine learning-based methods, as well as between supervised and unsupervised machine learning methods, are also explained. Next, ethical concerns regarding the use of sensitive patient records for research purposes are discussed, including methods for de-identifying electronic patient records and safely storing patient records. The book’s closing chapters present a number of applications in clinical text mining and summarise the lessons learned from the previous chapters.The book provides a comprehensive overview of technical issues arising in clinical text mining, and offers a valuable guide for advanced students in health informatics, computational linguistics, and information retrieval, and for researchers entering these fields.

Bisociative Knowledge Discovery: An Introduction to Concept, Algorithms, Tools, and Applications

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Book Series: Lecture Notes in Computer Science ISSN: 0302-9743 ISBN: 9783642318290 9783642318306 Year: Volume: 7250 Pages: 485 DOI: 10.1007/978-3-642-31830-6 Language: English
Publisher: Springer
Subject: General and Civil Engineering --- Materials --- Manufactures --- Pharmacy and materia medica --- Chemical Engineering --- Biotechnology --- Media and communication --- Computer Science --- Business and Management --- Electrical and Nuclear Engineering --- Information theory
Added to DOAB on : 2012-08-16 16:43:16
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Modern knowledge discovery methods enable users to discover complex patterns of various types in large information repositories. However, the underlying assumption has always been that the data to which the methods are applied to originates from one domain. The focus of this book, and the BISON project from which the contributions are originating, is a network based integration of various types of data repositories and the development of new ways to analyse and explore the resulting gigantic information networks. Instead of finding well defined global or local patterns they wanted to find domain bridging associations which are, by definition, not well defined since they will be especially interesting if they are sparse and have not been encountered before. The 32 contributions presented in this state-of-the-art volume together with a detailed introduction to the book are organized in topical sections on bisociation; representation and network creation; network analysis; exploration; and applications and evaluation.

AiREAS: Sustainocracy for a Healthy City: Phase 3: Civilian Participation – Including the Global Health Deal Proposition

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Book Series: SpringerBriefs on Case Studies of Sustainable Development ISSN: 2196-7830 ISBN: 9783319456195 9783319456201 Year: Pages: 158 DOI: 10.1007/978-3-319-45620-1 Language: English
Publisher: Springer
Subject: Sociology
Added to DOAB on : 2016-12-20 11:54:19
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This volume describes phase 3 of the AiREAS multidisciplinary cocreation effort to produce a Healthy City. Phase 1 referred to making visible the invisible from an air quality and human exposure perspective. Phase 2 studies air quality related to health and Phase 3 looks at air quality, health and lifestyle from the perspective of persuasion to innovative change.The three books together describe the coming about and first results of the AiREAS "healthy city" cooperative in the city of Eindhoven and Province of North Brabant in the Netherlands. AiREAS is an initiative focused on the multidisciplinary co-creation of healthy cities using the core human value of human health and air quality as guiding principle for profound regional innovation.

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