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Big Data Recommender Systems ; Vol.2 : Application Paradigms
Combines experimental and theoretical research on big data recommender systems to help computer scientists develop new concepts and methodologies for complex applications. It includes original scientific contributions in the form of theoretical foundations, comparative analysis, surveys, case studies, techniques and tools. First designed to generate personalized recommendations to users in the 90s, recommender systems apply knowledge discovery techniques to users’ data to suggest information, products, and services that best match their preferences. In recent decades, we have seen an exponential increase in the volumes of data, which has introduced many new challenges. recommender systems. Volume 2 covers a broad range of application paradigms for recommender systems over 22 chapters
Big Data Recommender Systems ; Vol.1 : Algorithms, Architectures, Big Data, Security and Trust
Combines experimental and theoretical research on big data recommender systems to help computer scientists develop new concepts and methodologies for complex applications. It includes original scientific contributions in the form of theoretical foundations, comparative analysis, surveys, case studies, techniques and tools.
Big Data in Context : Legal, Social and Technological Insights
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.
Big Data in Bioeconomy : Results from the European DataBio Project
This book presents the comprehensive outcome of The European DataBio Project, which examined new data-driven methods to shape a bioeconomy. These methods are used to develop new and sustainable ways to use forest, farm and fishery resources.
Big Data : Conceptual Analysis and Applications
The book is devoted to the analysis of big data in order to extract from these data hidden patterns necessary for making decisions about the rational behavior of complex systems with the different nature that generate this data. To solve these problems, a group of new methods and tools is used, based on the self-organization of computational processes, the use of crisp and fuzzy cluster analysis methods, hybrid neural-fuzzy networks, and others. The book solves various practical problems. In particular, for the tasks of 3D image recognition and automatic speech recognition large-scale neural networks with applications for Deep Learning systems were used.
Big Data : An Art of Decision Making
Manipulating and processing masses of digital data is never a purely technical activity. It requires an interpretative and exploratory outlook - already well known in the social sciences and the humanities - to convey intelligible results from data analysis algorithms and create new knowledge. Big Data is based on an inquiry of several years within Proxem, a software publisher specializing in big data processing. The book examines how data scientists explore, interpret and visualize our digital traces to make sense of them, and to produce new knowledge. Grounded in epistemology and science and technology studies, Big Data offers a reflection on data in general, and on how they help us to better understand reality and decide on our daily actions.
Big Data : A Road Map for Successful Digital Marketing
Explores recent trends in the use of big data to predict consumer behavior, strategies to engage online customers, integration of big data with other data sources, and its applications in social media analytics, mobile marketing, search engine optimization and customer relationship management.
Bidding Strategies in Agent-Based Continuous Double Auctions
Presents a new bidding strategy for agents to adopt in CDAs and propose tools to enhance the performance of existing bidding strategies in CDAs. The superior performance of the new bidding strategy as well as the tools presented in this book are illustrated through extensive experiments.
Biased technical change and economic conservation laws
Makes use of Lie groups to shed new light on the analysis of economic conservation laws. Economic conservation laws are not simply abstract concepts; this book shows that they are tools of empirical analysis that can be applied to such topics as analyses of macro performance and corporate efficiency.
BGA International conference on foundations : Innovations, observations, design and practice ; Proceedings of the international conference organised by British Geotechnical Association and held in Dundee, Scotland on 2 – 5th September 2003
Although foundation engineering is recognised as a mature discipline with geotechnics, the diversity of applications and studies evident in this book demonstrates that the field is still developing and will continue to provide challenges for engineers for many years.
Beyond the limits to growth : New ideas for sustainability from Japan
This book offers an optimistic view of the future and provides a road map for societies to get there. Drawing upon extensive research and many years as a thought leader in environmental and sustainability issues in Japan and internationally, Hiroshi Komiyama analyzes the most pressing challenges to the attainment of sustainability of economically advanced nations and argues forcefully for Japan to lead them out of the present dilemma through active promotion of creative consumer and societal demand. He shows how an active industry–government–academic partnership can provide the environment needed to promote such new creative demand and illustrates its potential through presentation of a Platinum Society Network that was launched on a regional basis in Japan in 2010 to facilitate the solution of common issues through the exchange of information and ideas.
Beyond the apparent Banality of the mathematics classroom
New research in mathematics education deals with the complexity of the mathematics’ classroom. The classroom teaching situation constitutes a pertinent unit of analysis for research into the ternary didactic relationship which binds teachers, students and mathematical knowledge. The classroom is considered as a complex didactic system, which offers the researcher an opportunity to gauge the boundaries of the freedom that is left with regard to choices about the knowledge to be taught and the ways of organizing the students’ learning, while giveing rise to the study of interrelations between three main elements of the teaching process the: mathematical content to be taught and learned, management of the various time dimensions, and activity of the teacher who prepares and manages the class, to the benefit of the students' knowledge and the teachers' own experience.
Beyond Media Borders ; Vol.2 : Intermedial Relations among Multimodal Media
This book promotes the idea that all media types are multimodal and that comparing media types, through an intermedial lens, necessarily involves analysing these multimodal traits.
Beyond Media Borders ; Vol.1 : Intermedial relations among multimodal media
This book promotes the idea that all media types are multimodal and that comparing media types, through an intermedial lens, necessarily involves analysing these multimodal traits.
Beyond Kyoto : A new global climate certificate system : Continuing Kyoto commitsments or a global ´Cap and Trade´ scheme for a sustainable climate policy?
This book shows how humankind can ‘prevent dangerous interference with the c- mate system’ without dangerous interference with the global economic system. In the two underlying studies on behalf of the Ministry of Environment and Transport of i the German federal state of Baden-Württemberg, the results have been elaborated through scientific evaluation of different climate protection systems and intensive developmental work on an efficient climate protection system. The results will be presented in nine chapters according to the following nine basic R&D steps: 1. Quantifying the ‘ultimate climate objective’ of the world community in order ‘to prevent dangerous interference with the climate system,’ thus achieving climate sustainability; 2. Development of a comprehensive standard system for evaluating the prospect of success for different climate protection systems; 3. Based on this scientific standard system, evaluation of the current Kyoto system and of the most important proposals for ‘incremental regime evolution’ of the Kyoto system. Unfortunately, it must be noted that these systems are incapable of achi- ing climate sustainability; 4. Evaluating three proposals for ‘structural regime change’ of the Kyoto system. Following this objective evaluation process and numeric comparison of the diff- ent proposals, 5. Description of the eight basic elements of GCCS and its in-depth ‘critical asse- ment;’ 6.
Beyond global food supply chains : Crisis, disruption, regeneration
Through a set of incisive essays, this incredibly timely book shows how much the COVID-19 pandemic has exposed both vulnerabilities and opportunities - for (racial) capitalism and its discontents alike to intervene in food supply chains. A most welcome publication! This book takes the upheaval of the global COVID-19 pandemic as a springboard from which to interrogate a larger set of structural, environmental and political fault lines running through the global food system. In a context in which disruptions to the production, distribution, and consumption of food are figured as exceptions to the smooth, just-in-time efficiencies of global supply chains, these essays reveal the global food system as one that is inherently disruptive of human lives and flourishing, and of relationships between people, places, and environments. The pandemic thus represents a particular, acute moment of disruption, offering a lens on a deeper, longer set of systemic processes, and shining new light on transformational possibilities.
Beyond bending : Reimagining compression shells
The examination of old construction principles in combination with the development of new digital graphic construction methods leads to unusual ways in the design of self-supporting structures. Based on its Armadillo Vault, which was awarded at the Venice Biennale 2016, the Block Research Group of ETH Zurich describes development processes and visions of resource-saving, refined load-bearing structures without steel. The intensive examination of principles is fundamental.
Between Mobility and Migration : The Multi-Level Governance of Intra-European Movement
Offers a critical perspective on intra-European mobility and migration by using new empirical data and theoretical discussions. It develops a theoretical and empirical analysis of the consequences of intra-European movement for sending and receiving urban regions in The Netherlands, Sweden, Austria, Turkey, Poland and Czech Republic.The book conceptualizes Central and Eastern European (CEE) migration by distinguishing between different types of CEE migrants and consequences. This involves a mapping of migration corridors within Europe, a unique empirical analysis of consequences for urban regions, and an analysis of governance responses. Next to the European and country perspectives on this phenomenon, the book focuses on the local perspective of urban regions where most mobile citizens settle (either permanently or temporarily). This way the book puts the analysis of intra-European movement in the perspective of broader theoretical debates in migration studies and beyond.
Between dirt and discussion : Methods, methodology and interpretation in historical archaeology
The cases presented in this volume revisit old methods and previous scholarly approaches with new perspectives, along with incorporating the newest technologies available to understanding the past.
Best of five MCQs for the endocrinology and diabetes SCE
Including questions based on the latest National Institute for Health & Care Excellence (NICE), Joint British Diabetes Societies (JBDS) & Endocrine Society clinical practice guidelines. Includes 20 more questions on diabetes to reflect the increased weighing given to this subject in the SCE exam. New tables and algorithms have been added to provide specialty trainees useful information relevant to clinical practice
