This book has two main goals: to define data science through the work of data scientists and their results, namely data products, while simultaneously providing the reader with relevant lessons learned from applied data science projects at the intersection of academia and industry. As such, it is not a replacement for a classical textbook (i.e., it does not elaborate on fundamentals of methods and principles described elsewhere), but systematically highlights the connection between theory, on the one hand, and its application in specific use cases, on the other. With these goals in mind, the book is divided into three parts: Part I pays tribute to the interdisciplinary nature of data science and provides a common understanding of data science terminology for readers with different backgrounds. These six chapters are geared towards drawing a consistent picture of data science and were predominantly written by the editors themselves. Part II then broadens the spectrum by presenting views and insights from diverse authors - some from academia and some from industry, ranging from financial to health and from manufacturing to e-commerce. Each of these chapters describes a fundamental principle, method or tool in data science by analyzing specific use cases and drawing concrete conclusions from them. The case studies presented, and the methods and tools applied, represent the nuts and bolts of data science. Finally, Part III was again written from the perspective of the editors and summarizes the lessons learned that have been distilled from the case studies in Part II. The section can be viewed as a meta-study on data science across a broad range of domains, viewpoints and fields. Moreover, it provides answers to the question of what the mission-critical factors for success in different data science undertakings are. The book targets professionals as well as students of data science: first, practicing data scientists in industry and academia who want to broaden their scope and expand their knowledge by drawing on the authors' combined experience. Second, decision makers in businesses who face the challenge of creating or implementing a data-driven strategy and who want to learn from success stories spanning a range of industries. Third, students of data science who want to understand both the theoretical and practical aspects of data science, vetted by real-world case studies at the intersection of academia and industry.

Innovative businesses and startups contribute to job creation, economic growth, and technological advancement in most countries. Finance helps nurture innovative firms like startups. Unfortunately, most startups and innovative projects cannot secure finance through the usual and conventional methods. This book goes beyond traditional financing to explore innovative ways to help finance startups and novel businesses. The book covers institutional innovation, innovation in products and processes, and the recent progress in financial innovations in various countries through empirical and case studies. It gives an in-depth look at regulatory, policy frameworks, and risk assessments for financial innovations. It also assesses the role of various innovations, including Fintech, machine learning, big data, scoring models, credit databases, digital platforms, credit guarantees in funding startups, and novel technologies. This book offers valuable insights into how policymakers can nurture a more conducive ecosystem for startups and technologies through innovative finance.

This book is an important intervention in the debate between economic and social development. It makes the case for understanding development in economic terms as well as in terms of well-being, empowerment and participation.

Why do the Dutch continue to play a central role in the global production, sales, and distribution of flowers? What are the origin and history of the bulb and flower industry in the Netherlands? How are Artificial Intelligence (AI), complex algorithms, and modern distribution systems ensuring that fresh flowers reach their destination on time? This very entertaining and informative book introduces readers to the global flower business, and highlights the surprising factors that helped the Dutch become global leaders on the flower markets. The book reveals the complexity of the flower markets in terms of their ability to produce, transport, and deliver fresh flowers on a global scale. In addition, it explores how information advantage is created by blending business with technology, from robotized glasshouses to the use of AI-driven algorithms for flower production and distribution. In closing, the book presents lessons learned regarding the circular and digital transformation of the high-speed flower business and markets in order to deliver sustainable value for customers. Combining the light beauty of flowers with the harsh language of the digital universe is a masterfully executed task in this book, organized as a bouquet of algorithms, data science, and digital platforms. Mandatory reading for all those interested in the flower business as well as for those who want to know more about the perfume emanating from digital systems. Eduardo Diniz Professor and Head of the Technology and Data Science Department, Escola de Administracao de Empresas de Sao Paulo, Fundacao Getulio Vargas, Sao Paulo, Brazil This unique book leads you through the bulb fields and auctions of the Netherlands, through history, logistics, auction design, and Internet technology, to draw lessons in business management from the study of flowers. With beautiful illustrations. A tour de force. John Kay Economist, Author of Radical Uncertainty and Greed is Dead, and Fellow, St. John's College, University of Oxford, Oxford, United Kingdom If you want to understand the impact of information and technology on a fascinat- ing industry, this book is a must-read. The author explains in a highly intriguing way how innovations propelled the flower industry from the sixteenth century till today. Whether you are working in the flower industry, a business student, academic, or just intrigued by the business behind flowers, you will enjoy this book! Martin Mocker Professor of Information Systems, ESB Business School, Reutlingen University, Reutlingen, Germany. Research Affiliate, MIT Sloan Center for Information Systems Research, Cambridge, USA

Since research is best learned by doing, this book emphasizes a hands-on, do-it yourself approach. The readers have many opportunities to see how business researches affect and support management decision. The book used a case study approach for all the chapters with interactive videos. The book gave emphasis to quantitative data analysis using a software program, IBM SPSS 20.0. The data analysis chapters illustrate in detail each step in running the software programs. The software programs files are provided for all data sets: outputs, demonstration movies, and screen captures are on the Website. This book provides students most extensive help available to learn quantitative data analysis using SPSS. Thus, the authors prepared this textbook and all the additional materials to help the students to understand the functional principles of business research and how to apply them in real-life situations.

This book provides a comprehensive examination of the many factors that influence the internationalisation of SMEs into China. SMEs represent more than 50 percent of the economic activity and employment in China. This book explores the experiences of SMEs that have internationalised to China from Australia. Australian SMEs are at the forefront of foreign SMEs in China with over 5000 Australian SMEs currently operating in China and a long history of association. The book is unique in that it presents a multidisciplinary perspective of the subject, considering seven different discipline perspectives (internationalisation, innovation, entrepreneurship, networks, resources, human resource management and barriers and liabilities). This makes the book one of the most comprehensive treatments of internationalisation to China so far. Each chapter in the book deals with a different perspective and includes own separate analysis. The chapters commence with a consideration of the current knowledge on internationalising to China for each perspective, analyse the interviews of representatives of 35 SMEs operating in China and then draw conclusions which are relevant to students, scholars and professionals. Each chapter includes extensive examples from the interviews. This integrated book is particularly useful for small business owners, international business management consultants, instructors and students.

This book provides an essential update for experienced data processing professionals, transaction managers and database specialists who are seeking system solutions beyond the confines of traditional approaches. It provides practical advice on how to manage complex transactions and share distributed databases on client servers and the Internet. Based on extensive research in over 100 companies in the USA, Europe, Japan and the UK, topics covered include : * the challenge of global transaction requirements within an expanding business perspective *how to handle long transactions and their constituent elements *possible benefits from object-oriented solutions * the contribution of knowledge engineering in transaction management * the Internet, the World Wide Web and transaction handling * systems software and transaction-processing monitors * OSF/1 and the Encina transaction monitor * active data transfers and remote procedure calls * serialization in a transaction environment * transaction locks, two-phase commit and deadlocks * improving transaction-oriented database management * the successful development of an increasingly complex transaction environment.

Data warehouses and online analytical processing (OLAP) are emerging key technologies for enterprise decision support systems. They provide sophisticated technologies from data integration, data collection and retrieval, query optimization, and data analysis to advanced user interfaces. New research and technological achievements in the area of data warehousing are implemented in commercial database management systems, and organizations are developing data warehouse systems into their information system infrastructures. ""Data Warehouses and OLAP: Concepts, Architectures and Solutions"" covers a wide range of technical, technological, and research issues. It provides theoretical frameworks, presents challenges and their possible solutions, and examines the latest empirical research findings in the area. It is a resource of possible solutions and technologies that can be applied when designing, implementing, and deploying a data warehouse, and assists in the dissemination of knowledge in this field.

This book focusses on the after sales business and presents the Service Parts Planning (SPP) solution which was developed by SAP in a joint effort with Caterpillar and Ford in order to address the specific planning problems of service parts. The book explains the processes, structures, and functions of this solution and is targeted at decision makers, project members and project managers who are involved in an implementation of SAP Service Parts Planning or for users who want to gain a better understanding of the state of art in spare parts planning and the SAP Service Parts Planning software.

In this fascinating study, Neri Karra examines entrepreneurial family businesses in emerging markets by integrating three schools of thought: agency theory, an institutional framework, and the altruism perspective. Providing an in-depth treatment of the area as well as a real-life case study, it provides a theoretical perspective as well as qualitative insights. It also offers practical observations and future research implications. This book will be valuable reading to students and researchers of entrepreneurship, family businesses, and altruism in management.

The book contains a selection of papers that were presented at the 3rd Conference in Managing Digital Industry, Technology and Entrepreneurship (3rd CoMDITE) with the theme: Sustainable Future: Trends, Strategies and Development. The Millennium Development Goals, continued as Sustainability Development Goals (SDGs), are effective instruments and have, in recent years, brought many positive changes in numerous countries around the world. Most notably, it has fundamentally changed our way of approaching the tangled set of challenges: States today undertake to achieve concrete development goals; transparency and accountability to citizens and the global public has become a matter of course; and cooperation between the political, economic and societal spheres is no longer questioned. However, in addition to the global pandemic situation it has challenged the business world to develop an outstanding strategy to face extreme uncertainty. Using digital technology and its advancement is believed to be one of the main keys for taking up this challenge. The 3rd Conference in Managing Digital Industry, Technology and Entrepreneurship (the 3rd CoMDITE) has brought forward discussions on implementation of digital technology in strategic, operation, finance, marketing, human resources management, and entrepreneurship around sustainable future issues. The Open Access version of this book, available at http://www.taylorfrancis.com, has been made available under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license. Funded by Telkom University, Indonesia.

This book explores the lived experience of cultural entrepreneurship examining the challenges associated with cultural labour including the insecurities of managing precarious working conditions. Drawing on interviews conducted with cultural workers, Cultural Entrepreneurship focuses on how individuals articulate their experience of entrepreneurship in the cultural and creative industries. Noting the importance of place, the local cultural milieu is examined as a means of situating entrepreneurial practices through cultural and enterprise policies, local networks, and significant relationships. Within this framework, the cultural entrepreneurs' stories reveal means of subverting or re-interpreting identities and the possibility for 'rethinking cultural entrepreneurship.' Aimed at researchers, academics and students investigating cultural entrepreneurship, cultural policy and cultural labour, Cultural Entrepreneurship will additionally be of value to creative industry consultants, cultural policymakers, and those setting up creative enterprises. Researchers from fields such as geography, investigating different aspects of the cultural industries in relation to cultural policy and place, will also find this book to be a useful contribution.

The emerging present is a fast-changing context for incumbent organizations, especially in market segments where online behavior is replacing physical proximity, and users engage with digital platforms for the acquisition of products and services. These are platforms that allow users to behave, to leave a mark, and to participate in the community of others, which are the values people now seek. Transforming Organizations for the Subscription Economy: Starting from Scratch aims to prepare executives for a world in which everything is social, augmented and autonomous; objects and spaces will have multiple purposes, capabilities and meanings. This is a new territory full of opportunity which is generally discussed only at the level of technology involved instead of the intellectual level, where the real understanding of the need for transformation resides. The book reveals ideas about what is possible if we transform the present. The narrative is organized around what is actual and what is potential; what is the probable future that we can arrive at through change, and what is the possible future that we can build through transformation. When engaging in transformation, the following strategic question develops: if you were designing your organization today, how would you design it? In other words, how would you go about it starting from scratch? This book provides the intellectual framework that empowers organizations to understand and navigate the emerging present, and to develop and deliver products and services of intrinsic value to users.

This book focuses on gender and family entrepreneurship, as they are interrelated concepts particularly important in today's global society. The book highlights the significance of the role of gender in the development and growth of family businesses. It helps readers understand the role of family dynamics in business, particularly in terms of succession planning, strategic development and internationalization. Often, both gender and family entrepreneurship are studied independently, but this book aims to marry both perspectives with a novel approach. This creates a synergy between gender and family entrepreneurship that increases the potential value to entrepreneurship scholarship, policy and business practice. This edited book is a useful and insightful addition to the entrepreneurship field.

Interest in generally expanding the understanding of small and medium-sized enterprises, especially understanding their strategies and operations to enter international markets, is growing rapidly among researchers and academics globally. Government officials, regional and economic specialists, and international trade advisers are directly involved in assisting small and medium-sized enterprises in developing their international marketing expertise. Motivating SMEs to Cooperate and Internationalize consists of research studies, cases, and experiences obtained by researchers and academics from managers of small and medium-sized enterprises in Northern Europe as they worked closely with managers on issues and problems leading to internationalization of enterprises. This book will map not only the attempts of small and medium-sized enterprises in Northern Europe to enter foreign markets, but also to understand how researchers and academics can help small and medium-sized Northern European enterprisers achieve their objectives. This compilation of approaches, perspectives, and experiences will serve as a resource tool for researchers and academics active in international management training programs worldwide and help illustrate how to close the gap between publishing results of their findings and efforts to disseminate their findings among managers of small and medium-sized enterprises in their domains. This book is the first attempt to integrate results of research studies and practices as an illustration of how knowledge of small and medium-sized enterprises has evolved since the 1980s with the contributions of individual researchers and academics in Northern Europe. It will be of relevance to academics and researchers interested in working closely with small and medium-sized enterprises to meet their goals in entering international markets.

The 2nd Digital Revolution communicates the essence of business technology management in ways that are seldom discussed in public. This is a no-nonsense look at how to optimize a relationship that's been driven more by sellers than buyers, more by hype than substance. This book identifies a unique flash point in history, a point where there are serious problems - high project failure rate, remnants of the dot.com crash, and persistently low capital IT spending - and major opportunities. The 2nd Digital Revolution tells readers how technologies and business models are converging, and looks at technology and business holistically, arguing that it's no longer possible to think about business or technology without simultaneously thinking about the other. This book offers technology that will take business to the next level.

Personal Branding for Entrepreneurial Journalists and Creative Professionals outlines and describes the complete process of building and growing a successful personal brand. Focused on the independent journalist or creative professional in the new digital marketplace, Sara Kelly gives readers the ability to create the sort of personal brand that not only stands out, but remains relevant for years to come. Features such as exercises and worksheets will guide readers in creating the various components of their personal brand, and case studies of real-world branding scenarios will allow readers to analyze the practical aspects of implementing a personal brand. Covering theory and practice, this text is a powerful resource for modern journalists, multimedia storytellers, and content creators hoping to ply their talents online and beyond.

In a world where entrepreneurial success often seems deceptively accessible, it is not always clear what makes a person entrepreneurial. In this book, Dimo Dimov offers a reflective insight into the entrepreneurial journey, striking up a conversation about entrepreneurship in order to challenge and untangle existing preconceptions. A discussion of challenges and tensions such as idea versus opportunity, genius versus lunatic, and skill versus luck forms the foundation of the book, while the second part offers actions and considerations which can help the reader to seek opportunities in a fractious environment. The final part of the text focuses on the collective spirit in entrepreneurship, arising from the interplay between participation and outcomes. The author brings a succinct diversity to the field, making this book essential reading for undergraduate and postgraduate students on entrepreneurship courses, as well as scholars, researchers, and practitioners looking for a new perspective on entrepreneurship.

This book aims to equip those in, or entering business to assess the opportunities, limitations and major issues surrounding modern business information systems and to appreciate the way that information systems can aid the realization of business objectives. This book provides students with: good technical coverage, accessible coverage for both business students and computing students, interesting case studies, including a running case throughout the systems development chapters, showing real world application of ideas and technologies, European context and examples PowerPoint slides and additional test questions for Lecturers online. New to this edition? Chapters 10-15 on Systems Development, Analysis and Design have been replaced by new chapters taking an object oriented approach. The structured approach is still summarised in chapter 16 and the content from the previous edition is included in full online in the Companion Website. Case studies, questions and activities have been updated throughout. An introduction or increased focus on current topics such as globalisation, agile methods, E-Business, security and trust, off the shelf solutions, CRM, legacy systems integration, business intelligence, data warehousing and data mining.

Strategic Information Management In Hospitals: An Introduction To Hospital Information Systems is a definitive volume written by four authoritative voices in medical informatics. Illustrating the importance of hospital information management in delivering high quality health care at the lowest possible cost, this book provides the essential resources needed by the medical informatics specialist to understand and successfully manage the complex nature of hospital information systems. Author of the book's Foreword, Reed M. Gardner, PhD, Professor and Chair, Department of Medical Informatics, University of Utah and LDS Hospital, Salt Lake City, Utah, applauds the text's focus on the underlying administrative systems that are in place in hospitals throughout the world. He writes, "These administrative systems are fundamental to the development and implementation of the even more challenging systems that acquire, process, and manage the patient's clinical information. Hospital information systems provide a major part of the information needed by those paying for health care." Chapter highlights include: significance of information processing in hospitals; information systems and their components; health information systems; architectures of hospital information systems; and organizational structures for information management.

This book challenges the practice or organizational change programmes. It uses two case studies in depth to illustrate that consulting companies can often get it wrong. Senior managers often do not know enough about managing change. The text is arranged around eight deadly sins to avoid in the practice of change: self-deception of the change agents rather than self-awareness; destruction of the identity of the organization caused by arrogance; especially of the large consulting companies; destruction of cohesion; gobbledygook language; concentrating on structural change, not behavioural change; making the organization worse, not better; the intelligence in resistance; and the deep trauma of redundancy. The author's main objective is to get academics and practitioners to stop and think about what they are doing when they work with organizations. Organizational Change in Practice will be of interest to business professionals seeking to understand how change can impact their organization as well as organizational consultants.

This book examines the complex roles that texts serve as parts of an organizational cognitive infrastructure. Texts make knowledge and experience tangible and durable. They help shape interactions between people. As professions have become more writing-centered in recent decades, many organizations have instituted writing review practices to help newcomers produce better writing and thus become more effective organizational citizens.Dr. Swarts examines those writing review practices and questions whether available supportive technologies adequately prepare professional writers and professionals who write to appreciate the complex functions their texts serve. He reports on a study of the impact of two technologies (paper text and textual replay) on writing review. Unlike paper, which presents texts in a static form, textual replay presents texts as the products of writing practices. Textual replay records onscreen writing activity and creates a video that writers and reviewers use to supplement their discussion of revisions.

While technology advances at a high pace in the age of machine learning, there is a lack of clear intent and framing of acceptable ethical standards. This book brings together the complex topic of "good" technology in a cross-functional way, alternating between theory and practice.The authors address the ever-expanding discussion on Artificial Intelligence (AI) and ethics by providing an orientation. Pragmatic and recent issues are especially taken into account such as the collateral effects of the COVID19 pandemic. An up-to-date overview of digitization - already a very broad field in itself - is presented along with an analysis of the approaches of AI from an ethical perspective. Furthermore, concrete approaches to consider appropriate ethical principles in AI-based solutions are offered. The book will be appealing to academics, from humanities or business or technical disciplines, as well as practitioners who are looking for an introduction to the topic and an orientation with concrete questions and assistance.

Statistics for Business explains the fundamentals of statistical analysis in a lucid, pragmatic way. A thorough knowledge of statistics is essential for decision making in all corners of business and management. By collecting, organizing and analyzing statistical data you can express what you know, benchmark your current situation, and estimate future outcomes. Based entirely on Microsoft Excel, this book covers a spectrum of statistic fundamentals from basic principles, to probability, sampling, hypothesis testing, forecasting, statistical process control and six-sigma management. This second edition is packed with features to aid understanding and help ensure that every aspect of your knowledge of statistics is applicable to practice, including: Icebreakers introducing each chapter that relate statistics to the real world, drawn from management and hospitality situations Detailed worked examples in each chapter Over 140 case-exercises complete with objective, situation, requirements, and answers A complete glossary of key terminology and formulas, mathematical relationships, and Excel relationships and functions A brand new companion website containing slides, worked-out-solutions to the case-exercises, and a test bank [coming soon] With a clear and accessible style this book makes statistics easier to understand. It is ideal for business, management, tourism and hospitality students who want to learn how to apply statistics to the real world.

Public concern over issues such as urban sprawl, the conversion of agricultural land and the management of public lands has never been greater. Presenting a novel synopsis of the economics of land-use this book examines the critical issues involved, such as transportation and technological change, and the economic principles behind them. Chapters are specifically designed to demonstrate the types of land-use questions economic analysis can answer; the types of methods that might be employed to answer the questions; and the potential uses of economic analysis in policy-making. The book is a key contribution to contemporary land-use studies, highlighting the main methodological and public policy issues that will be central to research on the economics of land-use change in the future.