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Secure Data Science: Integrating Cyber Security and Data Science

Secure data science, which integrates cyber security and data science, is becoming one of the critical areas in both cyber security and data science. This is because the novel data science techniques being developed have applications in solving such cyber security problems as intrusion detection, malware analysis, and insider threat detection. However, the data science techniques being applied not only for cyber security but also for every application area—including healthcare, finance, manufacturing, and marketing—could be attacked by malware. Furthermore, due to the power of data science, it is now possible to infer highly private and sensitive information from public data, which could result in the violation of individual privacy. This is the first such book that provides a comprehensive overview of integrating both cyber security and data science and discusses both theory and practice in secure data science. After an overview of security and privacy for big data services as well as cloud computing, this book describes applications of data science for cyber security applications. It also discusses such applications of data science as malware analysis and insider threat detection. Then this book addresses trends in adversarial machine learning and provides solutions to the attacks on the data science techniques. In particular, it discusses some emerging trends in carrying out trustworthy analytics so that the analytics techniques can be secured against malicious attacks. Then it focuses on the privacy threats due to the collection of massive amounts of data and potential solutions. Following a discussion on the integration of services computing, including cloud-based services for secure data science, it looks at applications of secure data science to information sharing and social media. This book is a useful resource for researchers, software developers, educators, and managers who want to understand both the high level concepts and the technical details on the design and implementation of secure data science-based systems. It can also be used as a reference book for a graduate course in secure data science. Furthermore, this book provides numerous references that would be helpful for the reader to get more details about secure data science.

Secure Data Provenance and Inference Control with Semantic Web

With an ever-increasing amount of information on the web, it is critical to understand the pedigree, quality, and accuracy of your data. Using provenance, you can ascertain the quality of data based on its ancestral data and derivations, track back to sources of errors, allow automatic re-enactment of derivations to update data, and provide attribu

Analyzing and Securing Social Networks

Analyzing and Securing Social Networks focuses on the two major technologies that have been developed for online social networks (OSNs): (i) data mining technologies for analyzing these networks and extracting useful information such as location, demographics, and sentiments of the participants of the network, and (ii) security and privacy technolo

Building Trustworthy Semantic Webs

Semantic Webs promise to revolutionize the way computers find and integrate data over the internet. They will allow Web agents to share and reuse data across applications, enterprises, and community boundaries. However, this improved accessibility poses a greater threat of unauthorized access, which could lead to the malicious corruption of informa

Data Mining: Technologies, Techniques, Tools, and Trends

Focusing on a data-centric perspective, this book provides a complete overview of data mining: its uses, methods, current technologies, commercial products, and future challenges.Three parts divide Data Mining:Part I describes technologies for data mining - database systems, warehousing, machine learning, visualization, decision sup

Database and Applications Security: Integrating Information Security and Data Management

This is the first book to provide an in-depth coverage of all the developments, issues and challenges in secure databases and applications. It provides directions for data and application security, including securing emerging applications such as bioinformatics, stream information processing and peer-to-peer computing. Divided into eight sections,

Database and Applications Security: Integrating Information Security and Data Management

This is the first book to provide an in-depth coverage of all the developments, issues and challenges in secure databases and applications. It provides directions for data and application security, including securing emerging applications such as bioinformatics, stream information processing and peer-to-peer computing. Divided into eight sections,

Developing and Securing the Cloud

Although the use of cloud computing platforms and applications has expanded rapidly, most books on the subject focus on high-level concepts. There has long been a need for a book that provides detailed guidance on how to develop secure clouds.Filling this void, Developing and Securing the Cloud provides a comprehensive overview of cloud computing t

Managing and Mining Multimedia Databases

There is now so much data on the Web that managing it with conventional tools is becoming almost impossible. To manage this data, provide interoperability and warehousing between multiple data sources and systems, and extract information from the databases and warehouses, various tools are being developed. In fact, developments in multimedia databa

Secure Semantic Service-Oriented Systems

As the demand for data and information management continues to grow, so does the need to maintain and improve the security of databases, applications, and information systems. In order to effectively protect this data against evolving threats, an up-to-date understanding of the mechanisms for securing semantic Web technologies is essential. Reviewi

Web Data Mining and Applications in Business Intelligence and Counter-Terrorism

The explosion of Web-based data has created a demand among executives and technologists for methods to identify, gather, analyze, and utilize data that may be of value to corporations and organizations. The emergence of data mining, and the larger field of Web mining, has businesses lost within a confusing maze of mechanisms and strategies for obta

Web Data Mining and Applications in Business Intelligence and Counter-Terrorism

The explosion of Web-based data has created a demand among executives and technologists for methods to identify, gather, analyze, and utilize data that may be of value to corporations and organizations. The emergence of data mining, and the larger field of Web mining, has businesses lost within a confusing maze of mechanisms and strategies for obta

XML Databases and the Semantic Web

Efficient access to data, sharing data, extracting information from data, and making use of the information have become urgent needs for today's corporations. With so much data on the Web, managing it with conventional tools is becoming almost impossible. New tools and techniques are necessary to provide interoperability as well as warehousing betw

Multimedia Database Management Systems: Research Issues and Future Directions

Multimedia Database Management Systems brings together in one place important contributions and up-to-date research results in this important area. Multimedia Database Management Systems serves as an excellent reference, providing insight into some of the most important research issues in the field.

Professionelle Altenpflege: Ein praxisorientiertes Handbuch

Talent Management in Higher Education (Talent Management)

The ebook edition of this title is Open Access and freely available to read online. Despite the enormous expansion of research on Talent Management (TM), a degree of ambiguity about definitions and conceptual boundaries remains, and there is little attention for how TM is actually conceived, implemented and developed within organizations. This short book aims to present an overview of empirical research on TM, and offers an integrated model that addresses the full nature and scope of TM in practice. This book will provide a comprehensive overview of and introduction to the current state of the talent management field, for both an academic and practitioner audience. From this point, the authors intend to introduce a talent management framework that can be easily implemented and it is this that will provide the most impactful takeaway from the book.

Talent Management in Practice: An Integrated and Dynamic Approach (Emerald Points)

Talent Management (TM) is an issue of critical importance for today’s senior managers. Employers acknowledge that an engaged, skilled and motivated workforce is key to achieving growth and competitive advantage. Organizations are hiring TM officers and implementing TM strategies and programs to attract and retain the best employees. Yet many organizations still find it difficult to develop a coherent and successful TM approach. Academic research does not give much support in finding the right solutions: despite the enormous expansion of research on the topic, ambiguity about definitions and conceptual boundaries remains. Moreover, there is little knowledge about the nature of TM in practice and how it evolves over time. Talent Management in Practice offers an integrated and contextualized framework that addresses both the nature of TM in organizations and its ever-changing dynamics. The approach is based, on the one hand, upon lessons learned from previous empirical research on TM, and on the other hand, upon established theoretical frameworks from related academic fields. The result is a unique bridge between theory and TM in practice. This volume develops a model that can guide TM researchers in their future research, and since it is presented in an accessible and jargon-free format, it provides a touchstone for managers and practitioners as they implement and improve their TM approaches.

Kampf um Mitbestimmung: Antworten auf »Union Busting« und die Behinderung von Betriebsräten (Forschung aus der Hans-Böckler-Stiftung #196)

Wenn Arbeitgeber*innen systematisch gegen Betriebsräte und Gewerkschaften vorgehen und damit grundlegendes Arbeitsrecht unter Druck gerät, stellt sich die Frage, wie Belegschaften und Interessenvertretungen auf diese Angriffe noch reagieren können. Entlang von betrieblichen Fallstudien dokumentieren die Autor*innen exemplarische Fälle und arbeiten Potenziale und Herausforderungen der Mitbestimmung heraus. Dabei wird u.a. erörtert, was mit einer möglichen Einleitung rechtlicher Schritte einhergeht, wie über eine forcierte Öffentlichkeitsarbeit erfolgreich Solidarität organisiert werden kann und wie wichtig die aktive Einbeziehung der Belegschaft im Kampf um Mitbestimmung ist.

Petroleum Industry Transformations: Lessons from Norway and Beyond (Routledge Studies in Energy Transitions)

Taking the case of the Norwegian petroleum industry as its vantage point, the book discusses the question of industrial transformations in resource-based industries. The book presents new, empirically-based analyses of the development of the petroleum industry, with an emphasis on three ongoing transformation processes: Technological upgrading and innovation in upstream petroleum. Globalisation of the petroleum industry and suppliers’ experiences of entering foreign markets. Diversification into and out of petroleum – and the potential for new growth paths after oil. Drawing together a range of key thinkers in this field, this volume addresses the ways in which the petroleum industry and its supply industry has changed since the turn of the millennium. It provides recommendations for the development of resource economies in general and petroleum economies in particular. This book will be of great interest to students and scholars of energy policy and economics, natural resource management, innovation studies and the politics of the oil and gas sector.

Petroleum Industry Transformations: Lessons from Norway and Beyond (Routledge Studies in Energy Transitions)

Taking the case of the Norwegian petroleum industry as its vantage point, the book discusses the question of industrial transformations in resource-based industries. The book presents new, empirically-based analyses of the development of the petroleum industry, with an emphasis on three ongoing transformation processes: Technological upgrading and innovation in upstream petroleum. Globalisation of the petroleum industry and suppliers’ experiences of entering foreign markets. Diversification into and out of petroleum – and the potential for new growth paths after oil. Drawing together a range of key thinkers in this field, this volume addresses the ways in which the petroleum industry and its supply industry has changed since the turn of the millennium. It provides recommendations for the development of resource economies in general and petroleum economies in particular. This book will be of great interest to students and scholars of energy policy and economics, natural resource management, innovation studies and the politics of the oil and gas sector.

Sexuality for All Abilities: Teaching and Discussing Sexual Health in Special Education

This essential manual helps educators comfortably and knowledgeably bring comprehensive sex education to the special education classroom. Drawing on firsthand experience and real-world examples, the first half provides background material—including common roadblocks—and tools for how to effectively partner with parents. The second half breaks down the how-tos of implementing a successful sex education program and troubleshoots tricky situations that might come up in the special education classroom. Written in accessible, person-first language, this guide equips you with best practices for providing students with developmental disabilities with the knowledge and tools to engage in healthy relationships and live full lives as self-advocating sexual beings.

Sexuality for All Abilities: Teaching and Discussing Sexual Health in Special Education

This essential manual helps educators comfortably and knowledgeably bring comprehensive sex education to the special education classroom. Drawing on firsthand experience and real-world examples, the first half provides background material—including common roadblocks—and tools for how to effectively partner with parents. The second half breaks down the how-tos of implementing a successful sex education program and troubleshoots tricky situations that might come up in the special education classroom. Written in accessible, person-first language, this guide equips you with best practices for providing students with developmental disabilities with the knowledge and tools to engage in healthy relationships and live full lives as self-advocating sexual beings.

Gender, Language and New Literacy: A Multilingual Analysis

Gender, Language and New Literacy presents cross-cultural research on gender as it is lexically and socially categorized in electronic media. For the purposes of the study, the authors have compiled a corpus of gender terms from online thesauruses to show how new technologies interact with gender categorizations in different languages, and how these are related to their respective culture and society. Each language is examined within the same theoretical framework, functional semantics, focusing on lexicon. This common empirical ground facilitates cross-language comparison. The contributors examine languages from around the world, including the Indo-European, Semitic, Uralic and Austro-Asiatic families. This is a cutting-edge research book that will be of interest to academics working in the fields of corpus linguistics, and gender studies.

The Ethics of Citizenship in the 21st Century

This collection of essays offers thoughtful discussions of major challenges confronting the theory and practice of citizenship in a globalized, socially fragmented, and multicultural world. The traditional concept of citizenship as a shared ethnic, religious, and/or cultural identity has limited relevance in a multicultural world, and even the connection between citizenship and national belonging has been put in jeopardy by increasing levels of international migration and mobility, not to mention the pervasive influence of a global economy and mass media, whose symbols and values cut across national boundaries. Issues addressed include the ethical and practical value of patriotism in a globalized world, the standing of conscience claims in a morally diverse society, the problem of citizen complicity in national and global injustice, and the prospects for a principled acceptance by practising Muslims of a liberal constitutional order. In spite of the impressive diversity of philosophical traditions represented in this collection, including liberalism, pragmatism, Confucianism, Platonism, Thomism, and Islam, all of the volume’s contributors would agree that the crisis of modern citizenship is a crisis of the ethical values that give shape, form, and meaning to modern social life. This is one of the few edited volumes of its kind to combine penetrating ethical discussion with an impressive breadth of philosophical traditions and approaches.

Our House is on Fire: Scenes of a Family and a Planet in Crisis

The profoundly moving story of how love, courage and determination brought Greta Thunberg's family back from the brink'Urgent, lucid, courageous ... a must-read message of hope ... It is a glimpse of a saner world' David Mitchell, GuardianThis is the story of a happy family whose life suddenly fell apart, never to be the same again. Of two devoted parents plunged into a waking nightmare as their eleven-year-old daughter Greta stopped speaking and eating, and her younger sister struggled to cope.They desperately searched for answers, and began to see how their children's suffering reached far beyond medical diagnoses. This crisis was not theirs alone: they were burned-out people on a burned-out planet. And so they decided to act.Our House is on Fire shows how, amid forces that tried to silence them, one family found ways to strengthen, heal, and gain courage from the love they had for each other - and for the living world. It is a parable of hope and determination in an emergency that affects us all.