Bücher veröffentlicht von Springer International Publishing

This book includes chapters which discuss effective and efficient approaches in dealing with various aspects of social media analysis by using machine learning techniques from clustering to deep learning. A variety of theoretical aspects, application domains and case studies are covered to highlight how it is affordable to maximize the benefit of various applications from postings on social media platforms. Social media platforms have significantly influenced and reshaped various social aspects. They have set new means of communication and interaction between people, turning the whole world into a small village where people with internet connect can easily communicate without feeling any barriers. This has attracted the attention of researchers who have developed techniques and tools capable of studying various aspects of posts on social media platforms with main concentration on Twitter. This book addresses challenging applications in this dynamic domain where it is not possible to continue applying conventional techniques in studying social media postings. The content of this book helps the reader in developing own perspective about how to benefit from machine learning techniques in dealing with social media postings and how social media postings may directly influence various applications.

This book is about transformation of the state and an incomplete state-building. It defies the transitology assumption of continuity, linearity and dichotomy of formal and informal in the transformation of the state. Contrary to the conventional approaches, it claims that any social order or its political scaffolding, the state, is always incomplete and we need to develop cognitive maps to better understand that incompleteness. It reflects on the social practices, processes and patterns that evolve as a non-linear result of three sets of factors: those that are historical, external, and elite-driven. Three Central Asian states - Uzbekistan, Tajikistan, and Kyrgyzstan - are examined here comparatively as case studies, as Central Asia represents an interesting terrain to challenge conventional understanding of the state. Specifically, the book captures a paradox at hand: how come three states, which made different political, economic, cultural, and social choices at the outset of their independence in the 1990s, have ended up as so-called "e;weak states"e; in the 2000s and onwards? This puzzle can be better understood through looking at the relationship among three main sets of factors that shape state-building processes, such as history, external actors, and local elites. This book applies an interdisciplinary approach, combining political anthropology, political economy, sociology, and political science. It helps conceptualize and understand social and political order beyond the "e;failed state"e; paradigm

The Advanced Dairy Chemistry series was first published in four volumes in the 1980s (under the title Developments in Dairy Chemistry) and revised in three volumes in the 1990s. The series is the leading reference source on dairy chemistry, providing in-depth coverage of milk proteins, lipids, lactose, water and minor constituents.Advanced Dairy Chemistry Volume 3: Lactose, Water, Salts, and Minor Constituents, Third Edition, reviews the extensive literature on lactose and its significance in milk products. This volume also reviews the literature on milk salts, vitamins, milk flavors and off-flavors and the behaviour of water in dairy products.Most topics covered in the second edition are retained in the current edition, which has been updated and expanded considerably. New chapters cover chemically and enzymatically prepared derivatives of lactose and oligosaccharides indigenous to milk.P.L.H. McSweeney Ph.D. is Associate Professor of Food Chemistry and P.F. Fox Ph.D., D.Sc. is Professor Emeritus of Food Chemistry at University College, Cork, Ireland.

This book provides a critical review of the impact of international academics on teaching practices in higher education. As borders and boundaries become increasingly blurred and virtual citizenship starts to impact on ways of working, being able to teach seamlessly across cultures and political divides will be critical to ensuring a thriving higher education sector. This book captures the impact of academic mobility on teaching practices which have been informed by academics' original cultures being modified to align with those of a host culture. The book comprises three thematic sections which take the reader through the various stages of the internationalisation of higher education teaching practice. It starts with how teaching identities are constructed and influenced by culture and geopolitical factors and concludes with an exploration into the emergence of the global teaching practitioner who is able to work seamlessly across borders and boundaries. The core sections include: i) the geopolitics of teaching identities, ii) a sense of belonging and the lived experience of the academic nomad and iii) academic transition, from migration to integration.Providing practical tools for improving both students' learning experiences and academics' classroom practices this volume will be of use to researchers, students, and practitioners from the social sciences (specially business, management, and education) as well as foreign language tutors and TEFL practitioners. Human resource professionals, recruiters, and trainers responsible for recruiting, training, and developing international higher education staff will also find this book to be of interest.

This book completes the project, begun in Nietzsche's Immoralism: Politics as First Philosophy, of critically reconstructing a Nietzschean left politics. Nietzsche's incompatibilist ideal of amor fati requires reconceiving legitimacy as the breeding of a people whose material conditions enable it to affirm its social order. Justice is founded in a future, higher type's right to exist against present individuals who internalize the contradictions of past societies. In opposition to Nietzsche's self-undermining aristocratism, this right can only be realized through a universal promotion of the pluralistic unity of the manifold soul, secured by an equally manifold form of democracy. Against the covert aristocratism of liberal proceduralism, authentic democracy produces a true people grounded in shared, concrete happiness, requiring a comprehensive egalitarianism maintained by a permanent socialist state and achievable only through a populist, coalitional politics across identities that radically transforms the material conditions of our shared social life.

This volume provides teachers with pedagogical approaches and practical applications to implement Education for Sustainable Development (ESD), and with assessment strategies to evaluate the learning outcomes of ESD in primary and secondary education. In addition to appropriate pedagogical approaches for ESD, the book also presents practical examples that teachers can use as a guide in their classes. The pedagogical approaches related to ESD not only aim to facilitate sustainability knowledge, but also promote attitudes, new perspectives, values, skills and competencies related to sustainability. Thus, holistic and transformative approaches are embraced to develop a deeper understanding of sustainability, values, respect towards the environment, connection to nature, systems thinking to understand complex problems, exhibiting responsible behaviours for sustainability and promoting action competence for sustainable development.This book also provides examples of assessment strategies for ESD. The assessment of ESD learning outcomes and learning processes is usually challenging, but it is important to determine how to evaluate ESD learning outcomes to reveal whether we achieve our ESD goals or not. For this reason, the assessment section of the book includes theoretical concepts and measurement tools for evaluating sustainability competencies and learning outcomes. Through the close and active collaboration of 22 authors from Germany, Italy, Slovenia, Sweden, Turkey, and the UK, good models for ESD implementation in primary and secondary education are presented. 

This book describes most recent progress in the properties, synthesis, characterization, modelling, and applications of nanomaterials and nanodevices. It begins with the review of the modelling of the structural, electronic and optical properties of low dimensional and nanoscale semiconductors, methodology of synthesis, and characterization of quantum dots and nanowires, with special attention towards Dirac materials, whose electrical conduction and sensing properties far exceed those of silicon-based materials, making them strong competitors. The contributed reviews presented in this book touch on broader issues associated with the environment, as well as energy production and storage, while highlighting important achievements in materials pertinent to the fields of biology and medicine, exhibiting an outstanding confluence of basic physical science with vital human endeavor. The subjects treated in this book are attractive to the broader readership of graduate and advanced undergraduate students in physics, chemistry, biology, and medicine, as well as in electrical, chemical, biological, and mechanical engineering. Seasoned researchers and experts from the semiconductor/device industry also greatly benefit from the book's treatment of cutting-edge application studies.

This volume provides an in-depth analysis of abnormal pelvic anatomy in various forms of anorectal anomalies, often with multiple associations. The anatomy of the pelvis is one of the most complex in the body, and anatomists have provided detailed descriptions of normal anatomy based on cadaver dissections. However, congenital abnormalities present a spectrum of deviations from normal, which can be difficult to perceive with surgical practice alone. The advent of cross-sectional imaging has fortunately provided a powerful tool, allowing clinicians to study these anomalies in depth and on multiple planes.This volume will be an essential tool to better understand this spectrum of alterations in a critical region of the body, thus helping pediatric surgeons make the correct planning for a solid reconstruction of the abnormality.

This book, the first dedicated to the topic, provides a comprehensive treatment of forward stimulated Brillouin scattering (SBS) in standard optical fibers. SBS interactions between guided light and sound waves have drawn much attention for over fifty years, and optical fibers provide an excellent playground for the study of Brillouin scattering as they support guided modes of both wave types and provide long interaction lengths. This book is dedicated to forward SBS processes that are driven by co-propagating optical fields. The physics of forward SBS is explained in detail, starting from the fundamentals of interactions between guided optical and acoustic waves, with emphasis given to the acoustic modes that are stimulated in the processes. The realization of forward SBS in standard single-mode, polarization-maintaining and multi-core fibers is then discussed in depth. Innovative potential applications in sensors, monitoring of coating layers, lasers, and radio-frequency oscillators are presented. This book introduces the subject to graduate students in optics and applied physics, and it will be of interest to scientists working in fiber-optics, nonlinear optics and opto-mechanics.Provides the first treatment of forward stimulated Brillouin scattering (SBS) in book form;Reflects the dramatic recent increase in interest in forward SBS processes , driven in part by the promise of new fiber sensing concepts;Delivers a solid and comprehensive grounding in the physics of forward SBS along with detailed experimental set-ups, measurement protocols, and applications.

This book presents an overview and several applications of explainable artificial intelligence (XAI). It covers different aspects related to explainable artificial intelligence, such as the need to make the AI models interpretable, how black box machine/deep learning models can be understood using various XAI methods, different evaluation metrics for XAI, human-centered explainable AI, and applications of explainable AI in health care, security surveillance, transportation, among other areas.The book is suitable for students and academics aiming to build up their background on explainable AI and can guide them in making machine/deep learning models more transparent. The book can be used as a reference book for teaching a graduate course on artificial intelligence, applied machine learning, or neural networks. Researchers working in the area of AI can use this book to discover the recent developments in XAI. Besides its use in academia, this book could be used by practitioners in AI industries, healthcare industries, medicine, autonomous vehicles, and security surveillance, who would like to develop AI techniques and applications with explanations.

This updated, augmented third edition is aimed at hobbyists, students, engineers, and others who would like to learn more about the design and operation of electronic circuits used by guitarists. This book presents accessible qualitative and quantitative descriptions and analysis of a wide range of popular amplifier and effects circuits, along with basic design techniques allowing the reader to design their own circuits. The new edition further includes several additional circuits and topics suggested by readers of the previous editions, including noise gates, analog multipliers, the effects loop,  and additional tube amplifier design examples. 

This book covers the wide set of well-regulated virulence factors and defense mechanisms of Pseudomonas aeruginosa focusing on stress responses and the evolution of this opportunistic human pathogen.Pseudomonas aeruginosa is responsible for one out of ten hospital infections.  Additionally, this Gram-negative bacterium is accountable for persistent infections in immunocompromised individuals and the leading cause of chronic lung infections in cystic fibrosis patients. This book provides insight on the metabolic versatility of Pseudomonas aeruginosa and its mechanisms for biofilm formation that make this organism highly efficient  in causing infections.  The book invites the readers to learn more about the intrinsic ability of Pseudomonas aeruginosa to resist a wide variety of antimicrobial agents due to the concerted action of multidrug efflux pumps, antibiotic-degrading enzymes, and the low permeability of bacterial cellular envelopes. Particular focus is put on the evolutionary role of different types of protein-secretion systems in pathogenesis, flagella and their role in chemotaxis and surface sensing, and host-pathogen interactions.This book is a useful introduction to the field for junior scientists interested in the biology and pathogenesis of Pseudomonas aeruginosa. It is also an interesting read for advanced scientists and medical specialists working within this field, providing a broader view of the topic beyond their specific area of specialization.

This book addresses the urgent issue of massive and inefficient energy consumption by data centers, which have become the largest co-located computing systems in the world and process trillions of megabytes of data every second. Dynamic provisioning algorithms have the potential to be the most viable and convenient of approaches to reducing data center energy consumption by turning off unnecessary servers, but they incur additional costs from being unable to properly predict future workload demands that have only recently been mitigated by advances in machine-learned predictions.This book explores whether it is possible to design effective online dynamic provisioning algorithms that require zero future workload information while still achieving close-to-optimal performance. It also examines whether characterizing the benefits of utilizing the future workload information can then improve the design of online algorithms with predictions in dynamic provisioning. The book specifically develops online dynamic provisioning algorithms with and without the available future workload information. Readers will discover the elegant structure of the online dynamic provisioning problem in a way that reveals the optimal solution through divide-and-conquer tactics. The book teaches readers to exploit this insight by showing the design of two online competitive algorithms with competitive ratios characterized by the normalized size of a look-ahead window in which exact workload prediction is available.

The second edition of the handbook reflects the expanding growth and sophistication in research on student engagement. Editorial scope and coverage are significantly expanded in the new edition, including numerous new chapters that address such topics as child and adolescent well-being, resilience, and social-emotional learning as well as extending student engagement into the realm of college attendance and persistence. In addition to its enhanced focus on student engagement as a means for promoting positive youth development, all original chapters have been extensively revised and updated, including those focusing on such foundational topics related to student engagement as motivation, measurement, high school dropout, school reform, and families.Key areas of coverage include:Demography and structural barriers to student engagement.Developmental and social contexts of student engagement.Student engagement and resilience.Engaging students through effective academic instruction and classroom management.Social-emotional learning and student mental health and physical well-being.Student engagement across the globe, languages, and cultures.The second edition of the Handbook of Research on Student Engagement is the definitive resource for researchers, scientist-practitioners and clinicians as well as graduate students in such varied fields as clinical child and school psychology, social work, public health, educational psychology, teaching and teacher education, educational policy, and all interrelated disciplines.

This book describes leading research in bioengineering for development of novel technologies for ferrous metal extraction. The author includes new developments in molecular biology, biochemistry, microbiology, cell metabolism, and engineering principles and applies them to the conventional iron ore industry - proposing innovative solutions to various industry challenges. The book focuses on applied approaches and describes emerging and established industrial processes, as well as the underlying theory of the process, and the biology of the microorganisms involved.Elaborates on bioprocessing technologies applicable for extraction of ferrous metals using cross-pollination of microbiology and extractive metallurgy;Presents a systematic overview of bioprocessing technologies encompassing laboratory research, pilot scale studies, and industrial process flowsheet design;Provides comprehensive coverage of the engineering principles behind bioprocesses of iron ores including material and energy balances, transport processes, reactions and reactor engineering.

This book presents an interdisciplinary study of the El Mirador cave located on the Atapuerca karstic system, one of the longest Pleistocene and Holocene archaeopaleontological deposits in Iberia. This book presents the results including new unpublished and published data to discuss different aspects related to the prehistoric herders and farmers that occupied this territory.  Divided into four parts, the book covers site presentation and the paleoenvironmental reconstruction covering a chronological span between 7060 40-3040 40 yrs. The history of the excavation and the excavation methodology is detailed in this part including new unpublished recording techniques using 3D scanning and photogrammetry and a very meticulous sampling strategy. The book presents formation processes of the deposit which are key to understanding the successive occupations of the caves regarding its use as sheepfold cave as well as human remains that are part of different funerary contexts in the cave. In the last section, the book covers material culture found in the cave including lithic tools and pottery. This interdisciplinary work is of interest to scholars in anthracology, zooarchaeology, paleoanthropology, lithic technology, and experimental archaeology.

With a historical context covering the past 20 years, this book provides in-depth discussions of research, trends, and issues related to learning technologies in K-12 schools, higher education settings, and educational administration in the U.S. Given the remote learning challenges and opportunities that the COVID-19 pandemic has recently brought to our attention, world-wide interest in educational technology-related issues is at its peak. Therefore, this book is specifically directed at the entire educational technology field, educators, educational leaders, researchers, and policymakers alike who are interested in learning technologies in the U.S. educational system.Three main resources guide the discussions in the book. First, an extensive literature review related to the book's central focus-learning technologies in the U.S. education system, including relevant studies published over the last two decades-is presented. Second, reflections on the author's twenty years of professional teaching, research, and scholarship focused on educational technology at a major U.S. research university are provided. And third, the viewpoints of students in the graduate-level educational technology courses taught by the author, presenting the vital perspective of practicing teachers and educational leaders regarding how learning technologies affect their schools and their work within them, are considered. All of these perspectives and data combine to provide a comprehensive overview on the topic of learning technologies in the U.S. education system. Together, they create a book that is indispensable for anyone interested in learning technologies in education.

This international book provides a series of viewpoints on academic integrity from the perspective of social sciences. It brings together multiple aspects of academic integrity, but with the consistent theme of being at a level of analysis that considers people and their place in the world. It covers topics such as how academic integrity can be taught, and why academic integrity breaches occur. This book informs the work of researchers, educators, and practitioners as we go forward in understanding academic integrity and addressing academic misconduct. The social sciences include academic disciplines such as sociology, economics, psychology, education, anthropology, political science, and criminology. Researchers and theorists in these fields offer a range of unique and valuable perspectives on academic integrity with questions ranging from: ¿Why do students cheat and how best do we teach them not to?¿ to ¿What are the societal and political implications of academic cheating?¿

Failure in R&D efforts are fairly common and with many factors that contribute to the outcome. This book focuses on the role of principal investigators (PIs) in R&D project failures and provides a theoretical model explaining how firm characteristics, including those of the PIs, impact the probability of failure. The theoretical model also serves as a structural form model to motivate the empirical analysis which assesses the probability of failure in small technology-based firms. The author uses data from the U.S. Department of Energy¿s (DOE) Small Business Innovation Research (SBIR) program to build a new and informative tool to assess R&D projects and demonstrate the strengths of the theoretical model. The association between PIs and R&D failure not only provides insights that can have a downstream impact to economic growth, but it can also provide policymakers with valuable information to aid decisions in allocating funds for R&D.

This textbook for courses in Digital Systems Design introduces students to the fundamental hardware used in modern computers. Coverage includes both the classical approach to digital system design (i.e., pen and paper) in addition to the modern hardware description language (HDL) design approach (computer-based). Using this textbook enables readers to design digital systems using the modern HDL approach, but they have a broad foundation of knowledge of the underlying hardware and theory of their designs. This book is designed to match the way the material is actually taught in the classroom. Topics are presented in a manner which builds foundational knowledge before moving onto advanced topics. The author has designed the presentation with learning Goals and assessment at its core. Each section addresses a specific learning outcome that the student should be able to "e;do"e; after its completion. The concept checks and exercise problems provide a rich set of assessment tools to measure student performance on each outcome.

This book examines the language policies in the constitutions, legal statutes, and regulations of Sweden, Denmark, Norway, Iceland, the Faroe Islands, and Greenland. In these countries and territories, modern descendants of Old Norse (North Germanic) are spoken today: Swedish, Danish, Norwegian, Icelandic, and Faroese. In addition, there are regions of Scandinavia where speakers of minority languages were conquered or incorporated, with their languages suppressed or neglected, as well as recent developments in the status and use of English, and immigrant populations who do not speak a Scandinavian language as their native language. This book adopts a comparative approach to trace the development of language policies and rights in Scandinavia, and it will be of interest to students as well as scholars of European and Scandinavian studies, applied linguistics, sociolinguistics, education, political science, and law.

This textbook presents methods and techniques for time series analysis and forecasting and shows how to use Python to implement them and solve data science problems. It covers not only common statistical approaches and time series models, including ARMA, SARIMA, VAR, GARCH and state space and Markov switching models for (non)stationary, multivariate and financial time series, but also modern machine learning procedures and challenges for time series forecasting. Providing an organic combination of the principles of time series analysis and Python programming, it enables the reader to study methods and techniques and practice writing and running Python code at the same time. Its data-driven approach to analyzing and modeling time series data helps new learners to visualize and interpret both the raw data and its computed results. Primarily intended for students of statistics, economics and data science with an undergraduate knowledge of probability and statistics, the book will equally appeal to industry professionals in the fields of artificial intelligence and data science, and anyone interested in using Python to solve time series problems.