RDF-based knowledge graphs require additional formalisms to be fully context-aware, which is presented in this book. This book also provides a collection of provenance techniques and state-of-the-art metadata-enhanced, provenance-aware, knowledge graph-based representations across multiple application domains, in order to demonstrate how to combine graph-based data models and provenance representations. This is important to make statements authoritative, verifiable, and reproducible, such as in biomedical, pharmaceutical, and cybersecurity applications, where the data source and generator can be just as important as the data itself. Capturing provenance is critical to ensure sound experimental results and rigorously designed research studies for patient and drug safety, pathology reports, and medical evidence generation. Similarly, provenance is needed for cyberthreat intelligence dashboards and attack maps that aggregate and/or fuse heterogeneous data from disparate data sources to differentiate between unimportant online events and dangerous cyberattacks, which is demonstrated in this book. Without provenance, data reliability and trustworthiness might be limited, causing data reuse, trust, reproducibility and accountability issues. This book primarily targets researchers who utilize knowledge graphs in their methods and approaches (this includes researchers from a variety of domains, such as cybersecurity, eHealth, data science, Semantic Web, etc.). This book collects core facts for the state of the art in provenance approaches and techniques, complemented by a critical review of existing approaches. New research directions are also provided that combine data science and knowledge graphs, for an increasingly important research topic.

This book presents a collection of state-of-the-art approaches to utilizing machine learning, formal knowledge bases and rule sets, and semantic reasoning to detect attacks on communication networks, including IoT infrastructures, to automate malicious code detection, to efficiently predict cyberattacks in enterprises, to identify malicious URLs and DGA-generated domain names, and to improve the security of mHealth wearables. This book details how analyzing the likelihood of vulnerability exploitation using machine learning classifiers can offer an alternative to traditional penetration testing solutions. In addition, the book describes a range of techniques that support data aggregation and data fusion to automate data-driven analytics in cyberthreat intelligence, allowing complex and previously unknown cyberthreats to be identified and classified, and countermeasures to be incorporated in novel incident response and intrusion detection mechanisms.

This book collects state-of-the-art curriculum development considerations, training methods, techniques, and best practices, as well as cybersecurity lab requirements and aspects to take into account when setting up new labs, all based on hands-on experience in teaching cybersecurity in higher education.In parallel with the increasing number and impact of cyberattacks, there is a growing demand for cybersecurity courses in higher education. More and more educational institutions offer cybersecurity courses, which come with unique and constantly evolving challenges not known in other disciplines. For example, step-by-step guides may not work for some of the students if the configuration of a computing environment is not identical or similar enough to the one the workshop material is based on, which can be a huge problem for blended and online delivery modes. Using nested virtualization in a cloud infrastructure might not be authentic for all kinds of exercises, because some of its characteristics can be vastly different from an enterprise network environment that would be the most important to demonstrate to students. The availability of cybersecurity datasets for training and educational purposes can be limited, and the publicly available datasets might not suit a large share of training materials, because they are often excessively documented, but not only by authoritative websites, which render these inappropriate for assignments and can be misleading for online students following training workshops and looking for online resources about datasets such as the Boss of the SOC (BOTS) datasets. The constant changes of Kali Linux make it necessary to regularly update training materials, because commands might not run the same way they did a couple of months ago. The many challenges of cybersecurity education are further complicated by the continuous evolution of networking and cloud computing, hardware and software, which shapes student expectations: what is acceptable and respected today might be obsolete or even laughable tomorrow.

This book illustrates how to use description logic-based formalisms to their full potential in the creation, indexing, and reuse of multimedia semantics. To do so, it introduces researchers to multimedia semantics by providing an in-depth review of state-of-the-art standards, technologies, ontologies, and software tools. It draws attention to the importance of formal grounding in the knowledge representation of multimedia objects, the potential of multimedia reasoning in intelligent multimedia applications, and presents both theoretical discussions and best practices in multimedia ontology engineering. Readers already familiar with mathematical logic, Internet, and multimedia fundamentals will learn to develop formally grounded multimedia ontologies, and map concept definitions to high-level descriptors. The core reasoning tasks, reasoning algorithms, and industry-leading reasoners are presented, while scene interpretation via reasoning is also demonstrated. Overall, this book offers readers an essential introduction to the formal grounding of web ontologies, as well as a comprehensive collection and review of description logics (DLs) from the perspectives of expressivity and reasoning complexity. It covers best practices for developing multimedia ontologies with formal grounding to guarantee decidability and obtain the desired level of expressivity while maximizing the reasoning potential. The capabilities of such multimedia ontologies are demonstrated by DL implementations with an emphasis on multimedia reasoning applications.

The Wool Handbook: Morphology, Structure, Property and Applications explores the fundamental aspects of wool fibers as well as traditional and novel applications of wool in areas including polymer composites and technical textiles. Apart from textiles and garments, wool has long been used for various diversified applications due to its unique material properties. Wool is inherently fire resistant, antimicrobial, flexible and antibacterial, and as a natural material, it can be used to create environmentally sustainable products. This book explains basic and advanced topics related to wool fibers, from shearing to marketing, drawing on academic and industrial research from a range of subjects. Providing statistics, processing methods, and testing and characterization techniques for wool fiber, this book will help readers to use wool fibers to find new applications and solutions.

Non-Destructive Material Characterization Methods provides readers with a trove of theoretical and practical insight into how to implement different non-destructive testing methods for effective material characterization. The book starts with an introduction to the field before moving right into a discussion of a wide range of techniques that can be immediately implemented. Various imaging and microscopy techniques are first covered, with step-by-step insights on characterization using a polarized microscope, an atomic force microscope, computed tomography, ultrasonography, magnetic resonance imaging, infrared tomography, and more. Each chapter includes case studies, applications, and recent developments. From there, elemental assay and mapping techniques are discussed, including Raman spectroscopy, UV spectroscopy, atomic absorption spectroscopy, neutron activation analysis, and various others. The book concludes with sections covering displacement measurement techniques, large-scale facility techniques, and methods involving multiscale analysis and advanced analysis.

Wool Fiber Reinforced Polymer Composites is an in-depth and practical exploration of wool-based composites, covering everything from the morphology of wool fiber to the industrial applications of wool composites. Wool has emerged in the top position for this role because of its unique characteristics. While fine wool is too costly for many such applications, coarse wool of greater than 35 microns fiber length is globally under-utilized. This pioneering book describes every form of wool composite, woven, nonwoven, felt and fiber, including different fabrication methods. In unique detail, the international team of expert contributors describe the morphology, structure and properties of wool, methods for the chemical modification of wool, different forms of wool-polymer composites, and many exciting emerging applications.

THE FINAL PURCHASE OF YOUR LIFE A convenience store lingers at the boundary between life and death. Its faint glow in the darkness draws in unsuspecting souls, pushing them closer to the final purchase they'll ever make. Yet for the quirky employees who work there, it's a job much like any other, if undeniably more strange. Now, the time has come for the past of the store's enigmatic and supernaturally gifted manager to be revealed...

This book presents a collection of state-of-the-art AI approaches to cybersecurity and cyberthreat intelligence, offering strategic defense mechanisms for malware, addressing cybercrime, and assessing vulnerabilities to yield proactive rather than reactive countermeasures. The current variety and scope of cybersecurity threats far exceed the capabilities of even the most skilled security professionals. In addition, analyzing yesterday's security incidents no longer enables experts to predict and prevent tomorrow's attacks, which necessitates approaches that go far beyond identifying known threats. Nevertheless, there are promising avenues: complex behavior matching can isolate threats based on the actions taken, while machine learning can help detect anomalies, prevent malware infections, discover signs of illicit activities, and protect assets from hackers. In turn, knowledge representation enables automated reasoning over network data, helping achieve cybersituational awareness. Bringing together contributions by high-caliber experts, this book suggests new research directions in this critical and rapidly growing field.

The unique beauty of the Japanese garden stems from its spirituality and rich symbolism, yet most discussions on this kind of garden rarely provide more than a superficial overview. This book takes a thorough look at the process of designing a Japanese garden, placing it in a historical and philosophical context. Goto and Naka, both academic experts in Japanese garden history and design, explore: The themes and usage of the Japanese garden Common garden types such as tea and Zen gardens Key maintenance techniques and issues. Featuring beautiful, full-colour images and a glossary of essential Japanese terms, this book will dramatically transform your understanding of the Japanese garden as a cultural treasure.

This book examines and re-imagines the turbulent and intertwined lives of Akiko Yosano (1878-1942) and Tekkan Yosano (1873-1935), two poets who sparked a revolution in the world of Japanese 'tanka' (short-verse classical poetry).

Born in provincial Sakai, in the Osaka prefecture, the young Akiko defied expectation to become a female poet, a calling through which she met Tekkan Yosano, the figurehead poet of the iconic literary journal 'Myojo' and who would eventually become her husband. The author explores the effect of their passionate and at times tormented relationship on their hugely influential work, as well as describing each of their childhoods, as she uses documentary sources along with her storytelling abilities in order to evoke the intimate details of their lives, together and apart. The story of these two poets is interwoven with those of the other poets and family who surrounded them, while these personal stories are also situated within their wider historical context.

Sensitively and beautifully translated by Meredith McKinney, this is an intimate and personal exploration of the compelling lives of these two Japanese poets, in what the author calls 'a love letter' to their memories.

Indigenous peoples and racial minorities have lived and thrived in Oregon for centuries. Their legacy is interwoven with the state's history and culture even as they continue to struggle with prejudice, environmental pressures, shrinking state revenues, the effects of globalization, and the changing dynamics of the state economy. Current U.S. immigration policy and the forces of globalization have played a critical role in creating a dynamic process named the 'browning of Oregon.' This anthology brings together a group of noted multidisciplinary scholars, who explore the rich and varied experiences of Oregon's native communities and racial minorities. Anchored in a 'power relations' perspective, the book has been organized around several key historical themes, including: the foundation of ethnic communities; civil rights; social justice; ethnicity and labor; and various forms of cultural traditions. As disparate as they seem in style and topic, this collection of essays highlight the distinctive experiences of Oregon's people of color and communicates the broader interlocking categories of social identity. The book is essential reading for students, teachers, and the general public interested in contemporary racial politics.

The unique beauty of the Japanese garden stems from its spirituality and rich symbolism, yet most discussions on this kind of garden rarely provide more than a superficial overview. This book takes a thorough look at the process of designing a Japanese garden, placing it in a historical and philosophical context. Goto and Naka, both academic experts in Japanese garden history and design, explore: The themes and usage of the Japanese garden Common garden types such as tea and Zen gardens Key maintenance techniques and issues. Featuring beautiful, full-colour images and a glossary of essential Japanese terms, this book will dramatically transform your understanding of the Japanese garden as a cultural treasure.

RDF-based knowledge graphs require additional formalisms to be fully context-aware, which is presented in this book. This book also provides a collection of provenance techniques and state-of-the-art metadata-enhanced, provenance-aware, knowledge graph-based representations across multiple application domains, in order to demonstrate how to combine graph-based data models and provenance representations. This is important to make statements authoritative, verifiable, and reproducible, such as in biomedical, pharmaceutical, and cybersecurity applications, where the data source and generator can be just as important as the data itself. Capturing provenance is critical to ensure sound experimental results and rigorously designed research studies for patient and drug safety, pathology reports, and medical evidence generation. Similarly, provenance is needed for cyberthreat intelligence dashboards and attack maps that aggregate and/or fuse heterogeneous data from disparate data sources to differentiate between unimportant online events and dangerous cyberattacks, which is demonstrated in this book. Without provenance, data reliability and trustworthiness might be limited, causing data reuse, trust, reproducibility and accountability issues. This book primarily targets researchers who utilize knowledge graphs in their methods and approaches (this includes researchers from a variety of domains, such as cybersecurity, eHealth, data science, Semantic Web, etc.). This book collects core facts for the state of the art in provenance approaches and techniques, complemented by a critical review of existing approaches. New research directions are also provided that combine data science and knowledge graphs, for an increasingly important research topic.

Silence is a key pedagogical issue in language education. Seen by some as a space for thinking and reflection during the learning process, for others silence represents a threat, inhibiting target language interaction which is so vital during second language acquisition. This book eschews stereotypes and generalisations about why so many learners from East Asia seem either reluctant or unable to speak in English by providing a state-of-the art account of current research into the complex and ambiguous issue of silence in language education. The innovative research included in this volume focuses on silence both as a barrier to successful learning and as a resource that may in some cases facilitate language acquisition. The book offers a fresh perspective on ways to facilitate classroom interaction while also embracing silence and it touches on key pedagogical concepts such as teacher cognition, the role of task features, classroom interactional approaches, pedagogical intervention and socialisation, willingness to communicate, as well as psychological and sociocultural factors. Each of the book's chapters include self-reflection and discussion tasks, as well as annotated bibliographies for further reading.

This book presents a collection of state-of-the-art approaches to utilizing machine learning, formal knowledge bases and rule sets, and semantic reasoning to detect attacks on communication networks, including IoT infrastructures, to automate malicious code detection, to efficiently predict cyberattacks in enterprises, to identify malicious URLs and DGA-generated domain names, and to improve the security of mHealth wearables. This book details how analyzing the likelihood of vulnerability exploitation using machine learning classifiers can offer an alternative to traditional penetration testing solutions. In addition, the book describes a range of techniques that support data aggregation and data fusion to automate data-driven analytics in cyberthreat intelligence, allowing complex and previously unknown cyberthreats to be identified and classified, and countermeasures to be incorporated in novel incident response and intrusion detection mechanisms.

The world's fastest growing continent demographically, Africa displays nearly all the features of today's global security challenges: armed conflict, terrorism, irregular migration, organized crime, great power competition, public discontent, and economic turbulence. John Siko and Jonah Victor present their lessons from professional practice and pedagogical approach from the classroom in a concise guidebook that leads students and professionals through the most important issues, dynamics, challenges, and considerations for analysing and planning responses to security developments in Africa. This book provides issue-by-issue primers on the causes and consequences of Africa's security challenges that include: -how to anticipate security problems across current political and economic events -how to analyse African security institutions and military capabilities -how to understand historical trends across the African continent and appreciate unique variations among countries. -how to identify key drivers of future trends -how to connect security analysis to policy planning Learning is supported through the following features: - Thematic chapters which are optimized to help the reader quickly connect to the key concepts and analytic frameworks within the field. - The most relevant historical case studies, enabling students to engage in sophisticated analysis and discussion. - Connections and contrasts between the situations in North Africa and sub-Saharan Africa, which are traditionally studied separately. - Special sections on understanding race and ethnicity, and advice on traveling in Africa. - Chapter-end checklists of key questions to enable practical engagement with the topics covered.

Silence is a key pedagogical issue in language education. Seen by some as a space for thinking and reflection during the learning process, for others silence represents a threat, inhibiting target language interaction which is so vital during second language acquisition. This book eschews stereotypes and generalisations about why so many learners from East Asia seem either reluctant or unable to speak in English by providing a state-of-the art account of current research into the complex and ambiguous issue of silence in language education. The innovative research included in this volume focuses on silence both as a barrier to successful learning and as a resource that may in some cases facilitate language acquisition. The book offers a fresh perspective on ways to facilitate classroom interaction while also embracing silence and it touches on key pedagogical concepts such as teacher cognition, the role of task features, classroom interactional approaches, pedagogical intervention and socialisation, willingness to communicate, as well as psychological and sociocultural factors. Each of the book's chapters include self-reflection and discussion tasks, as well as annotated bibliographies for further reading.

This book illustrates how to use description logic-based formalisms to their full potential in the creation, indexing, and reuse of multimedia semantics. To do so, it introduces researchers to multimedia semantics by providing an in-depth review of state-of-the-art standards, technologies, ontologies, and software tools. It draws attention to the importance of formal grounding in the knowledge representation of multimedia objects, the potential of multimedia reasoning in intelligent multimedia applications, and presents both theoretical discussions and best practices in multimedia ontology engineering. Readers already familiar with mathematical logic, Internet, and multimedia fundamentals will learn to develop formally grounded multimedia ontologies, and map concept definitions to high-level descriptors. The core reasoning tasks, reasoning algorithms, and industry-leading reasoners are presented, while scene interpretation via reasoning is also demonstrated. Overall, this book offers readers an essential introduction to the formal grounding of web ontologies, as well as a comprehensive collection and review of description logics (DLs) from the perspectives of expressivity and reasoning complexity. It covers best practices for developing multimedia ontologies with formal grounding to guarantee decidability and obtain the desired level of expressivity while maximizing the reasoning potential. The capabilities of such multimedia ontologies are demonstrated by DL implementations with an emphasis on multimedia reasoning applications.

A major limitation of conventional web sites is their unorganized and isolated contents, which is created mainly for human consumption. This limitation can be addressed by organizing and publishing data, using powerful formats that add structure and meaning to the content of web pages and link related data to one another. Computers can "understand" such data better, which can be useful for task automation. The web sites that provide semantics (meaning) to software agents form the Semantic Web, the Artificial Intelligence extension of the World Wide Web. In contrast to the conventional Web (the "Web of Documents"), the Semantic Web includes the "Web of Data", which connects "things" (representing real-world humans and objects) rather than documents meaningless to computers. Mastering Structured Data on the Semantic Web explains the practical aspects and the theory behind the Semantic Web and how structured data, such as HTML5 Microdata and JSON-LD, can be used to improve your site's performance on next-generation Search Engine Result Pages and be displayed on Google Knowledge Panels. You will learn how to represent arbitrary fields of human knowledge in a machine-interpretable form using the Resource Description Framework (RDF), the cornerstone of the Semantic Web. You will see how to store and manipulate RDF data in purpose-built graph databases such as triplestores and quadstores, that are exploited in Internet marketing, social media, and data mining, in the form of Big Data applications such as the Google Knowledge Graph, Wikidata, or Facebook's Social Graph. With the constantly increasing user expectations in web services and applications, Semantic Web standards gain more popularity. This book will familiarize you with the leading controlled vocabularies and ontologies and explain how to represent your own concepts. After learning the principles of Linked Data, the five-star deployment scheme, and the Open Data concept, you will be able to create and interlink five-star Linked Open Data, and merge your RDF graphs to the LOD Cloud. The book also covers the most important tools for generating, storing, extracting, and visualizing RDF data, including, but not limited to, Protege, TopBraid Composer, Sindice, Apache Marmotta, Callimachus, and Tabulator. You will learn to implement Apache Jena and Sesame in popular IDEs such as Eclipse and NetBeans, and use these APIs for rapid Semantic Web application development. Mastering Structured Data on the Semantic Web demonstrates how to represent and connect structured data to reach a wider audience, encourage data reuse, and provide content that can be automatically processed with full certainty. As a result, your web contents will be integral parts of the next revolution of the Web.

Web Standards: Mastering HTML5, CSS3, and XML provides solutions to the most common web design problems, and gives you a deep understanding of web standards and how they can be implemented to improve your web sites. You will learn how to develop fully standards-compliant, mobile-friendly, and search engine-optimized web sites that are robust, fast, and easy to update while providing excellent user experience and interoperability. The book covers all major web standards for markup, style sheets, web typography, web syndication, semantic annotations, and accessibility. This edition has been fully updated with the latest in web standards, including the finalized HTML5 vocabulary and the full list of CSS3 properties. Web Standards: Mastering HTML5, CSS3, and XML is also a comprehensive guide to current and future standards for the World Wide Web, demonstrating the implementation of new technologies to address the constantly growing user expectations. Web Standards: Mastering HTML5, CSS3, and XML presents step-by-step guides based on solid design principles and best practices, and shows the most common web development tools and web design frameworks. You will master HTML5 and its XML serialization, XHTML5, the new structuring and multimedia elements, the most important HTML5 APIs, and understand the standardization process of HTML 5.1, HTML 5.2, and future HTML5 versions.

Josee has been in a wheelchair since she was a child, and has lived her life through pictures, books, and her imagination. One day, she meets Tsuneo, a college student, and while they clash at first, the two soon grow closer than expected. She takes this chance to venture outside with Tsuneo to experience a new world where surprises await.

Web Standards: Mastering HTML5, CSS3, and XML provides solutions to the most common website problems, and gives you a deep understanding of web standards and how they can be applied to improve your website. You will learn how to create fully standards-compliant websites and provide search engine-optimized Web documents with faster download times, accurate rendering, correct appearance and layout, lower development cost, approved accessibility, backward and forward compatibility, and easy maintenance and content updating. The book covers all major Web standards, focusing on syntax, grammar, recommended annotations, and other standardization concerns. Web Standards: Mastering HTML5, CSS3, and XML is also a comprehensive guide to current and future standards for the World Wide Web. As a web developer, you'll have seen problems with inconsistent appearance and behavior of the same site in different browsers. Web standards can and should be used to completely eliminate these problems.Web Standards: Mastering HTML5, CSS3, and XML describes how you can make the most of web standards, through technology discussions as well as practical sample code that you can use for your own sites and web applications. It also provides a quick guide to standard website creation for Web developers. * Learn techniques and best practices to achieve full standards compliance * Write valid markup, styles, and news feeds from scratch or standardize websites by redesign * Restrict markup to semantics and provide reliable layout What you ll learn * The importance and benefits of Web standards * How to write valid markup from scratch * The most up-to-date standards, rather than non-finalized specifications * How to provide meaningful semantics and machine-readable metadata * How to restrict markup to semantics * How to achieve full standard compliance reasonably Who this book is for Web Standards: Mastering HTML5, CSS3, and XML provides a complete reference of Web standardization resources for website developers.Table of Contents * Introduction to Web Standards * Internationalization * Markup Languages: More Than HTML5 * Serving and Configuration for a Modern Website * Style Sheets and CSS3 * JavaScript and Web Applications * Metadata and the Semantic Web * Web Syndication * Optimizing the Appearance of a CSS3 and HTML5 Website * Accessibility * Web Standards Development Tools * Putting it All Together * HTML5 and CSS3 Best Practices * Markup Validation * Most Common HTML5 and CSS3 Errors

Unable to get around without a wheelchair, the doll-like Josee leads a solitary, housebound existence. But when she meets her new live-in caretaker, a recent college graduate named Tsuneo, everything in her life is upended. "Josee, the Tiger and the Fish" depicts the fragile, strangely erotic relationship that blossoms between these two young people. In addition to the title story, this collection also includes seven short tales centering on working women and the myriad loves and partings of their lives.

The European Summer School in Logic, Language and Information (ESSLLI) is organized every year by the Association for Logic, Language and Information (FoLLI) in different sites around Europe. The papers cover vastly dierent topics, but each fall in the intersection of the three primary topics of ESSLLI: Logic, Language and Computation. The 14 papers presented in this volume have been selected among 24 papers presented by talks or posters at the Student Sessions of the 30th edition of ESSLLI, held in 2018 in Sofia, Bulgaria.The Student Session is a forum for PhD and Master students to present their research at the interfaces of logic, language and computation. It features three tracks: Logic and Computation (LoCo), Logic and Language (LoLa), and Language and Computation (LaCo).