While methods of artificial intelligence (AI) were until a few years ago exclusively a topic of scientific discussions, today they are increasingly finding their way into products of everyday life. At the same time, the amount of data produced and available is growing due to increasing digitalization, the integration of digital measurement and control systems, and automatic exchange between devices (Internet of Things). In the future, the use of business intelligence (BI) and a look into the past will no longer be sufficient for most companies.Instead, business analytics, i.e., predictive and predictive analyses and automated decisions, will be needed to stay competitive in the future. The use of growing amounts of data is a significant challenge and one of the most important areas of data analysis is represented by artificial intelligence methods.This book provides a concise introduction to the essential aspects of using artificial intelligence methods for business analytics, presents machine learning and the most important algorithms in a comprehensible form using the business analytics technology framework, and shows application scenarios from various industries. In addition, it provides the Business Analytics Model for Artificial Intelligence, a reference procedure model for structuring BA and AI projects in the company. This book is a translation of the original German 1st edition Künstliche Intelligenz für Business Analytics by Felix Weber, published by Springer Fachmedien Wiesbaden GmbH, part of Springer Nature in 2020. The translation was done with the help of artificial intelligence (machine translation by the service DeepL.com). A subsequent human revision was done primarily in terms of content, so that the book will read stylistically differently from a conventional translation. Springer Nature works continuously to further the development of tools for the production of books and on the related technologies to support the authors.
Seminar paper from the year 2011 in the subject Ergonomics, grade: 1,0, Technical University of Chemnitz (Fakultät für Wirtschaftswissenschaften - Professur für Organisation und Arbeitswissenschaft), language: English, abstract: The text at hand deals with Max Weber ́s theory of bureaucracy and its negative consequences in Robert K. Merton ́s functional analysis. The starting point is the description of what Weber understands as rationalization and his conceptualization of the three types of legitimate domination. The purest and most rational type of legal domination is in Weber ́s eyes bureaucracy with its benefits of precision, calculability, controllability and efficiency - in short, with its technical superiority. Weber ́s position concerning bureaucratization is ambivalent, because he also sees the negative consequences in dehumanization and excessive control, which ends in an "iron cage‟. Merton analysis outlines the dysfunctions resulting from bureaucratic structures. The negative consequences he identifies are the displacement of goals, the trained incapacity, over-conformity and esprit de corps of the officials and the depersonalization of relationships.
Seminar paper from the year 2011 in the subject Ergonomics, grade: 1,0, Technical University of Chemnitz (Fakultät für Wirtschaftswissenschaften - Professur für Organisation und Arbeitswissenschaft), language: English, abstract: The text at hand deals with Max Weber ́s theory of bureaucracy and its negative consequences in Robert K. Merton ́s functional analysis. The starting point is the description of what Weber understands as rationalization and his conceptualization of the three types of legitimate domination. The purest and most rational type of legal domination is in Weber ́s eyes bureaucracy with its benefits of precision, calculability, controllability and efficiency – in short, with its technical superiority. Weber ́s position concerning bureaucratization is ambivalent, because he also sees the negative consequences in dehumanization and excessive control, which ends in an „iron cage‟. Merton analysis outlines the dysfunctions resulting from bureaucratic structures. The negative consequences he identifies are the displacement of goals, the trained incapacity, over-conformity and esprit de corps of the officials and the depersonalization of relationships.
Master's Thesis from the year 2016 in the subject Biology - Ecology, grade: 1,0, University of London (SOAS), language: English, abstract: Ecological restoration may pursue multiple objectives related to functions and services provided by ecosystems. To understand the different characteristics of restoration programmes prioritising carbon storage and biodiversity conservation this study analysed the case of the TMRP and interviewed 13 stakeholders including project management, partners and landholders. The results revealed that a number of requirements for the two different restoration types are complementary but some specific characteristics particularly related to the selection, composition and diversity of restoration plantings exist. The effectiveness of restoration depends highly on the commitment of the stakeholders and the study showed that there are different interests between larger landholders, who care more for the general environment, and smaller landholders, who are more concerned about the land ́s productivity. Market-based instruments including carbon and biodiversity trading markets could be used to provide further incentives for all restoration stakeholders and enhance the effectiveness of restoration programmes.
This book contains a selection of articles on the subject of 'Culture and Production'. They are results of international conferences held in Tokyo, Washington and Bremen between 1991 and 1994. The International Research Network on Culture and Production (CAPIRN) carried out a 5-year joint research project examining the impact of different industrial cultures on the development and implementation, and above all on the international transfer of technology. The machine tools sector was selected for this international comparative study, because over the last 15 years this global market has undergone dramatic changes that cannot be adequately explained by traditional economic theories of international competition. The 'industrial culture' research concept permits an analysis and understanding of hitherto unrecognised interrelationships between the dimensions of different industrial cultures and the process of technological innovation in international competition. The special challenge faced by CAPIRN was to develop the theoretical concept of industrial culture further and to apply it within a large-scale international study. A considerable amount of work in this field has been published by CAPIRN members since 1990. This book is the first compilation of research findings in the field of industrial culture. We wish to express our thanks to the national research councils in the participant countries, the FORCE and FAST programmes of the European Union, the Japanese Ministry for Industry, MITI, and the Hans Bockler Foundation, to mention only some of the many bodies that have provided support.
This is the first Anglophone volume on émigré scholars' influence on International Relations, uniquely exploring the intellectual development of IR as a discipline and providing a re-reading of some of its almost forgotten founding thinkers.
Felix Anderl’s book is a stimulating analysis of the decline of the social movement against the World Bank and the rise of a new form of transnational rule. The book observes international organizations and social movements in their interaction, demonstrating how social movements are divided and ruled in the absence of a ruler.
Digitization is transforming our world economically, culturally, and psychologically. The influx of new forms of communication, networking, and business opportunities, as well as new types of distraction, self-observation, and control into our societies represents an epochal challenge. Following Bernard Stiegler's concept of pharmacology, Felix Heidenreich and Florian Weber-Stein propose to view these new forms as digital pharmaka. Properly dosed, they can enable new self-relationships and forms of sociality; in the case of overdose, however, there is a risk of intoxication. In this essay, Felix Heidenreich, Florian Weber-Stein, and, in a detailed interview, Bernard Stiegler analyze this complex change in our world and develop new skills to use digital pharmaka.
Flex your muscles in the kitchen and impress the ladies in your life with more than 40 dishes in four degrees of difficulty. Learn techniques, ingredients, measurements, and more in this cookbook for everything from small, quick dishes to elaborate entrees. Man-tested instructions break the preparation into easy-to-digest steps, including tips for ensuring things go smoothly. Add classic dishes, like beef Stroganoff, and impressive preparations, like polenta encrusted roast beef, to your culinary repertoire. Theres even a lesson on place settings.
This book provides a comprehensive investigation into Hans Morgenthau's life and work. Identifying power, knowledge, and dissent as the fundamental principles that have informed his worldview, this book argues that Morgenthau's lasting contribution to the discipline of International Relations is the human condition of politics.
Few would deny that these religions have played, and still play a major role in world affairs. But what exactly does the interaction of religion and society consist of? This book looks at seven models of how Christianity and Islam have influenced society concluding that religion is most authentic when it uses its power to shape the world not through violence, but in a positive manner.
Liberia was the scene of two devastating civil wars since late 1989 and became widely considered a failed state. By contrast, the country is frequently described as a success story since the international professional Ellen Johnson Sirleaf assumed the presidency following democratic elections in 2005. The book investigates the political economy of civil war and democratic peace and puts the developments into historical perspective. The author argues that the civil wars did not represent the breakdown of the state but exhibited dynamics characteristic of state formation. His analysis of continuity and change in Liberia's political evolution details both political progress and persistent structural deficits of the polity. Book jacket.
Political risks are on the rise. The recent past has been characterized by a dominance of geopolitical risks, which have the potential to endanger companies, entire sectors, and even national economies. Furthermore, the expanding regulatory framework, growing national debt, and other factors contribute to the escalation of political risks. The book offers a comprehensive and proven approach to identify and manage such risks. In addition to avoiding and mitigating risks, there is an opportunity to cultivate competitive advantages in navigating these challenges. Throughout the book, three fictional companies—a chemical corporation, an electricity producer, and a commodity trader—accompany the reader and demonstrate how the provided tools can be applied in practical scenarios.
When the mathematician Felix Klein first went to university, he was surprised at just how little what he had learned up to that point was relevant to his new studies. Professors had their own interests, and these they conveyed without regard for the math students of the future that these prospective secondary schoolteachers would one day instruct. Elementary Mathematics from an Advanced Standpoint was written to help remedy that problem. Though highly regarded as one of the finest mathematical minds of his day, Professor Klein took a great deal of interest in guiding teachers and "reducing the gap between the school and the university." Readers will come away impressed at the clarity of Klein's writing, and the ease with which he conveys complex mathematical ideas. Divided into three parts-arithmetic, algebra, and analysis-and covering such topics as complex numbers, real equations, and logarithmic and exponential functions, Klein's classic is essential reading for math instructors and students planning to become math instructors. German mathematician FELIX KLEIN (1849-1925), a great teacher and scientific thinker, significantly advanced the field of mathematical physics and made a number of profound discoveries in the field of geometry. His published works include Elementary Mathematics from an Advanced Standpoint: Geometry and Famous Problems of Elementary Geometry.
These three volumes constitute the first complete English translation of Felix Klein’s seminal series “Elementarmathematik vom höheren Standpunkte aus”. “Complete” has a twofold meaning here: First, there now exists a translation of volume III into English, while until today the only translation had been into Chinese. Second, the English versions of volume I and II had omitted several, even extended parts of the original, while we now present a complete revised translation into modern English. The volumes, first published between 1902 and 1908, are lecture notes of courses that Klein offered to future mathematics teachers, realizing a new form of teacher training that remained valid and effective until today: Klein leads the students to gain a more comprehensive and methodological point of view on school mathematics. The volumes enable us to understand Klein’s far-reaching conception of elementarisation, of the “elementary from a higher standpoint”, in its implementation for school mathematics. This volume I is devoted to what Klein calls the three big “A’s”: arithmetic, algebra and analysis. They are presented and discussed always together with a dimension of geometric interpretation and visualisation - given his epistemological viewpoint of mathematics being based in space intuition. A particularly revealing example for elementarisation is his chapter on the transcendence of e and p, where he succeeds in giving concise yet well accessible proofs for the transcendence of these two numbers. It is in this volume that Klein makes his famous statement about the double discontinuity between mathematics teaching at schools and at universities – it was his major aim to overcome this discontinuity.
World-renowned historian and eyewitness to history, Felix Gilbert offers in his memoirs a unique perspective on the events of the 20th century. He recalls his childhood during the end of the Austro-Hungarian Empire and vividly describes the devastation of his native Germany by the Nazis.
Helps to develop new perspectives and a deeper understanding of organic chemistry Instructors and students alike have praised Perspectives on Structure and Mechanism in Organic Chemistry because it motivates readers to think about organic chemistry in new and exciting ways. Based on the author's first hand classroom experience, the text uses complementary conceptual models to give new perspectives on the structures and reactions of organic compounds. The first five chapters of the text discuss the structure and bonding of stable molecules and reactive intermediates. These are followed by a chapter exploring the methods that organic chemists use to study reaction mechanisms. The remaining chapters examine different types of acid-base, substitution, addition, elimination, pericyclic, and photochemical reactions. This Second Edition has been thoroughly updated and revised to reflect the latest findings in physical organic chemistry. Moreover, this edition features: New references to the latest primary and review literature More study questions to help readers better understand and apply new concepts in organic chemistry Coverage of new topics, including density functional theory, quantum theory of atoms in molecules, Marcus theory, molecular simulations, effect of solvent on organic reactions, asymmetric induction in nucleophilic additions to carbonyl compounds, and dynamic effects on reaction pathways The nearly 400 problems in the text do more than allow students to test their understanding of the concepts presented in each chapter. They also encourage readers to actively review and evaluate the chemical literature and to develop and defend their own ideas. With its emphasis on complementary models and independent problem-solving, this text is ideal for upper-level undergraduate and graduate courses in organic chemistry.
In Mexico’s southeastern frontier state of Quintana Roo, game animals and other creatures that depend on old-growth forest are disappearing in the face of habitat destruction and overhunting. Traditionally, the Yucatec Maya have regarded animals as fellow members of a wider society, and in their religion animals enjoy the status of spiritual beings. But in recent years, the breakdown of cultural restraints on hunting has spiraled so far out of control that almost everything edible within easy reach of a road has become fair game. This book combines the insights of an anthropologist with the hands-on experience of a Maya campesino with the aim of improving the management of Quintana Roo’s wild lands and animal resources. E. N. Anderson and Felix Medina Tzuc pool their knowledge to document Yucatec Maya understanding and use of animals and to address practical matters related to wider conservation issues. Although the Yucatec Maya’s ethnobotany has been well documented, until now little has been recorded about their animal lore. Anderson and Medina Tzuc have compiled a wealth of information about traditional knowledge of animals in this corner of the Maya world. They have recorded most of the terms widely used for several hundred categories of animals in west central Quintana Roo, mapped them onto biological categories, and recorded basic information about wildlife management and uses. The book reflects a wealth of knowledge gathered from individuals regarded as experts on particular aspects of animal management, whether hunting, herding, or beekeeping. It also offers case studies of conservation successes and failures in various communities, pointing to the need for cooperation by the Mexican government and Maya people to save wildlife. Appendixes provide an extensive animal classification and a complete list of all birds identified in the area. Even though sustainable forestry has finally come to the Yucatán, sustainable game use is practiced by only a few communities. Animals and the Maya in Southeast Mexico is a complete ethnozoology for the region, offered in the hope that it will encourage the recognition of Quintana Roo’s forests and wildlife as no less deserving of protection than ancient Maya cities.
The bureaucracy’s commitment to the public good and predictable decision making processes is an important prerequisite of economic growth. There are, however, only few studies that ask how such an efficient bureaucracy was established. The main objective of this book is to close this gap by exploring the transformation of a rent-seeking bureaucracy into a modern Weberian administration in the Grand-Duchy of Baden during the first half of the 19th century. In doing so, the study asks how rules and regulations that governed employment dismissal, promotion and remuneration of bureaucrats shaped the latter’s incentives to commit to the public good and predictable decision making processes. The book provides a detailed case study of local bureaucrats, called district magistrates (Amtmänner) in the German state of Baden during the late 18th and the first half of the 19th century. District magistrates were a focal group since they managed daily administrative tasks and provided justice at the local level. Binding district magistrates’ decision making processes to clear-cut rules and making them more predictable was therefore a crucial complement to the technological and cultural changes that brought about the industrial revolution.
Thank you for visiting our website. Would you like to provide feedback on how we could improve your experience?
This site does not use any third party cookies with one exception — it uses cookies from Google to deliver its services and to analyze traffic.Learn More.