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Data In Context


Data In Context
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Big Data In Context


Big Data In Context
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Author : Thomas Hoeren
language : en
Publisher: Springer
Release Date : 2017-10-17

Big Data In Context written by Thomas Hoeren and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-17 with Law categories.


This book is open access under a CC BY 4.0 license. 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.



Data In Context


Data In Context
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Author : Bas van Gils
language : en
Publisher: Springer Nature
Release Date : 2023-07-31

Data In Context written by Bas van Gils and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-31 with Computers categories.


Data is an increasingly important asset for many organizations. This book shows how to model data in a way that allows to exploit this asset effectively and in every respect. To this end, it combines and exploits scientific (semiotics, relational model, etc.) and pragmatic theories (most prominently: the DAMA wheel) and provides a coherent overview from a business and an IT/ICT perspective. After a brief introduction, the remaining book consists of three parts. In Part I “Data”, the focus is on understanding data. It includes theories in semiotics, the relational model, and normalization, as well as related theories around understanding data/designing sound data structures. This part is complemented by an extensive chapter on how to design effective data structures and a smaller one on the topic of create versus use context. Part II “Data Management” then focuses on managing data as an asset. This part is based on the DMBOK and each of the functional areas is discussed in a separate chapter. Part III “Parting Thoughts” presents conclusions which are based on a synthesis of Part I and Part II, leading up to a summary of the main contributions of this book as well as a critical reflection on these results. This book is written for a rather broad audience, ranging from professionals to students, both from business, computer science, and information management. The writing style is adjusted specifically for these groups. At the end of each chapter reflection questions are included that distinguish between questions for practitioners and for students and help both audiences to benefit from the book and check their comprehension.



Developing Focus Group Research


Developing Focus Group Research
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Author : Jenny Kitzinger
language : en
Publisher: SAGE
Release Date : 1999-02-22

Developing Focus Group Research written by Jenny Kitzinger and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999-02-22 with Social Science categories.


This book critically examines the potential of, and suggests ways forward in, harnessing a versatile and powerful method of research - focus groups. The book challenges some of the emerging orthodoxies and presents accessible, insightful and reflective discussions about the issues around focus group work. The contributors, an impressive group of experienced researchers from a range of disciplines and traditions, discuss different ways of designing, conducting and analyzing focus group research. They examine sampling strategies; the implications of combining focus groups with other methods; accessing views of `minority' groups; their contribution to participatory or feminist research; use of software packages; discourse anal



Public Policy Analytics


Public Policy Analytics
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Author : Ken Steif
language : en
Publisher: Chapman & Hall/CRC Data Science Series
Release Date : 2021

Public Policy Analytics written by Ken Steif and has been published by Chapman & Hall/CRC Data Science Series this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with Political planning categories.


Public Policy Analytics teaches readers how to address complex public policy problems with data and analytics using reproducible methods in R. This book will appeal to researchers and data scientists at the intersection of data analytics and public policy, and readers who wish to understand how algorithms will affect the future of government.



Context Aware Machine Learning And Mobile Data Analytics


Context Aware Machine Learning And Mobile Data Analytics
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Author : Iqbal Sarker
language : en
Publisher:
Release Date : 2021

Context Aware Machine Learning And Mobile Data Analytics written by Iqbal Sarker and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.


This book offers a clear understanding of the concept of context-aware machine learning including an automated rule-based framework within the broad area of data science and analytics, particularly, with the aim of data-driven intelligent decision making. Thus, we have bestowed a comprehensive study on this topic that explores multi-dimensional contexts in machine learning modeling, context discretization with time-series modeling, contextual rule discovery and predictive analytics, recent-pattern or rule-based behavior modeling, and their usefulness in various context-aware intelligent applications and services. The presented machine learning-based techniques can be employed in a wide range of real-world application areas ranging from personalized mobile services to security intelligence, highlighted in the book. As the interpretability of a rule-based system is high, the automation in discovering rules from contextual raw data can make this book more impactful for the application developers as well as researchers. Overall, this book provides a good reference for both academia and industry people in the broad area of data science, machine learning, AI-Driven computing, human-centered computing and personalization, behavioral analytics, IoT and mobile applications, and cybersecurity intelligence.



Age Of Context


Age Of Context
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Author : Robert Scoble
language : en
Publisher: Createspace Independent Pub
Release Date : 2014

Age Of Context written by Robert Scoble and has been published by Createspace Independent Pub this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with Business & Economics categories.


In 2006, co-authors Robert Scoble and Shel Israel wrote Naked Conversations, a book that persuaded businesses to embrace what we now call social media. Six years later they have teamed up again to report that social media is but one of five converging forces that promise to change virtually every aspect of our lives. You know these other forces already: mobile, data, sensors and location-based technology. Combined with social media they form a new generation of personalized technology that knows us better than our closest friends. Armed with that knowledge our personal devices can anticipate what we'll need next and serve us better than a butler or an executive assistant. The resulting convergent superforce is so powerful that it is ushering in a era the authors call the Age of Context. In this new era, our devices know when to wake us up early because it snowed last night; they contact the people we are supposed to meet with to warn them we're running late. They even find content worth watching on television. They also promise to cure cancer and make it harder for terrorists to do their damage. Astoundingly, in the coming age you may only receive ads you want to see. Scoble and Israel have spent more than a year researching this book. They report what they have learned from interviewing more than a hundred pioneers of the new technology and by examining hundreds of contextual products. What does it all mean? How will it change society in the future? The authors are unabashed tech enthusiasts, but as they write, an elephant sits in the living room of our book and it is called privacy. We are entering a time when our technology serves us best because it watches us; collecting data on what we do, who we speak with, what we look at. There is no doubt about it: Big Data is watching you. The time to lament the loss of privacy is over. The authors argue that the time is right to demand options that enable people to reclaim some portions of that privacy.



Transforming Teaching And Learning Through Data Driven Decision Making


Transforming Teaching And Learning Through Data Driven Decision Making
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Author : Ellen B. Mandinach
language : en
Publisher: Corwin Press
Release Date : 2012-04-10

Transforming Teaching And Learning Through Data Driven Decision Making written by Ellen B. Mandinach and has been published by Corwin Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-04-10 with Business & Economics categories.


"Gathering data and using it to inform instruction is a requirement for many schools, yet educators are not necessarily formally trained in how to do it. This book helps bridge the gap between classroom practice and the principles of educational psychology. Teachers will find cutting-edge advances in research and theory on human learning and teaching in an easily understood and transferable format. The text's integrated model shows teachers, school leaders, and district administrators how to establish a data culture and transform quantitative and qualitative data into actionable knowledge based on: assessment; statistics; instructional and differentiated psychology; classroom management."--Publisher's description.



Context In Computing


Context In Computing
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Author : Patrick Brézillon
language : en
Publisher: Springer
Release Date : 2014-12-09

Context In Computing written by Patrick Brézillon and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-12-09 with Computers categories.


This volume explores how context has been and can be used in computing to model human behaviors, actions and communications as well as to manage data and knowledge. It addresses context management and exploitation of context for sharing experience across domains. The book serves as a user-centric guide for readers wishing to develop context-based applications, as well as an intellectual reference on the concept of context. It provides a broad yet deep treatment of context in computing and related areas that depend heavily on computing. The coverage is broad because of its cross-disciplinary nature but treats topics at a sufficient depth to permit a reader to implement context in his/her computational endeavors. The volume addresses how context can be integrated in software and systems and how it can be used in a computing environment. Furthermore, the use of context to represent the human dimension, individually as well as collectively is explained. Contributions also include descriptions of how context has been represented in formal as well as non-formal, structured approaches. The last section describes several human behavior representation paradigms based on the concept of context as its central representational element. The depth and breadth of this content is certain to provide useful as well as intellectually enriching information to readers of diverse backgrounds who have an interest in or are intrigued by using context to assist in their representation of the real world.



Privacy In Context


Privacy In Context
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Author : Helen Nissenbaum
language : en
Publisher: Stanford University Press
Release Date : 2009-11-24

Privacy In Context written by Helen Nissenbaum and has been published by Stanford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-11-24 with Law categories.


Privacy is one of the most urgent issues associated with information technology and digital media. This book claims that what people really care about when they complain and protest that privacy has been violated is not the act of sharing information itself—most people understand that this is crucial to social life —but the inappropriate, improper sharing of information. Arguing that privacy concerns should not be limited solely to concern about control over personal information, Helen Nissenbaum counters that information ought to be distributed and protected according to norms governing distinct social contexts—whether it be workplace, health care, schools, or among family and friends. She warns that basic distinctions between public and private, informing many current privacy policies, in fact obscure more than they clarify. In truth, contemporary information systems should alarm us only when they function without regard for social norms and values, and thereby weaken the fabric of social life.



Context And Method In Qualitative Research


Context And Method In Qualitative Research
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Author : Gale Miller
language : en
Publisher: SAGE
Release Date : 1997-08-11

Context And Method In Qualitative Research written by Gale Miller and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997-08-11 with Social Science categories.


A critical examination of the principles and practice of qualitative research is provided in this book which examines the interplay between context and method, making it invaluable for both the experienced and the beginning researcher. A range of methodological and practical issues central to the concerns of qualitative researchers are addressed. These include: the validity and plausibility of qualitative methods; the problems encountered using specific techniques in a range of social settings; and the moral issues raised in qualitative research. These themes are related to practical issues which are illustrated by a breadth of examples and in-depth case studies. The contributors look at the methods and str