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This study delivers insights on which external sources – e.g. website click behavior, surveys, or social media data – can and cannot be used for data augmentation. A case study is performed to test the suitability of different sources in order to create a generalized practical guide for data augmentation in marketing. Data augmentation is a beneficial tool for companies to use external data, if the internal data basis for targeting is not sufficient to reach the customers with the highest propensity. This study shows that augmenting data from feasible sources leads to significant conversion lifts.
"Digital Marketing" ist der Auftakt zu einer neuen Buchreihe von Whartons berühmtem 'SEI Centre for Advanced Studies in Management' unter der Leitung von Professor Jerry Wind. Dieser Band konzentriert sich auf Marketingstrategien, Methoden und Fälle im internationalen E-Business. Mit Beiträgen von international führenden Experten amerikanischer Top-Business Schools, wie z.B. Wharton, der Universitäten von Texas und Columbia, der Harvard Universität, der Northwestern Universität, der Universitäten von Michigan und Duke sowie des Massachusetts Institute of Technology (MIT). Darüber hinaus gibt es auch ausgewählte Aufsätze von internationalen Experten aus Wissenschaft und Praxis. Profitieren auch Sie von den besten globalen Ideen und den neuesten Erkenntnissen im digitalen Marketing.
A complete guide to Pentaho Kettle, the Pentaho Data lntegration toolset for ETL This practical book is a complete guide to installing, configuring, and managing Pentaho Kettle. If you’re a database administrator or developer, you’ll first get up to speed on Kettle basics and how to apply Kettle to create ETL solutions—before progressing to specialized concepts such as clustering, extensibility, and data vault models. Learn how to design and build every phase of an ETL solution. Shows developers and database administrators how to use the open-source Pentaho Kettle for enterprise-level ETL processes (Extracting, Transforming, and Loading data) Assumes no prior knowledge of Kettle or ETL, and brings beginners thoroughly up to speed at their own pace Explains how to get Kettle solutions up and running, then follows the 34 ETL subsystems model, as created by the Kimball Group, to explore the entire ETL lifecycle, including all aspects of data warehousing with Kettle Goes beyond routine tasks to explore how to extend Kettle and scale Kettle solutions using a distributed “cloud” Get the most out of Pentaho Kettle and your data warehousing with this detailed guide—from simple single table data migration to complex multisystem clustered data integration tasks.
This fifth edition of the best-selling Marketing Book has been extensively updated to reflect changes and trends in current marketing thinking and practice. Taking into account the emergence of new subjects and new authorities, Michael Baker has overhauled the contents and contributor lists of the previous edition to ensure this volume addresses all the necessary themes for the modern marketer. In particular, the 'Marketing Book' now broaches the following 'new' topics: * Channel management - management of the supply chain * Customer Relationship Management * Direct marketing * E-marketing * Integrated marketing communications * measurement of marketing effectiveness * Postmodern and retro-marketing * Relationship marketing * Retailing Like its predecessors, the 'Marketing Book 5th edition' is bursting with salient articles from some of the best known academics in the field. It amounts to an all-embracing one-volume companion to modern marketing thought, ideal for all students of marketing.
Author : Richard V. Ericson Publisher : University of Toronto Press Page : 400 pages File Size : 22,16 MB Release : 2006-01-01 Category : Social Science ISBN : 0802048781
Since the terrorist attacks of September 2001, surveillance has been put forward as the essential tool for the ?war on terror,? with new technologies and policies offering police and military operatives enhanced opportunities for monitoring suspect populations. The last few years have also seen the public?s consumer tastes become increasingly codified, with ?data mines? of demographic information such as postal codes and purchasing records. Additionally, surveillance has become a form of entertainment, with ?reality? shows becoming the dominant genre on network and cable television. In The New Politics of Surveillance and Visibility, editors Kevin D. Haggerty and Richard V. Ericson bring together leading experts to analyse how society is organized through surveillance systems, technologies, and practices. They demonstrate how the new political uses of surveillance make visible that which was previously unknown, blur the boundaries between public and private, rewrite the norms of privacy, create new forms of inclusion and exclusion, and alter processes of democratic accountability. This collection challenges conventional wisdom and advances new theoretical approaches through a series of studies of surveillance in policing, the military, commercial enterprises, mass media, and health sciences.
This book examines issues and implications of digital and social media marketing for emerging markets. These markets necessitate substantial adaptations of developed theories and approaches employed in the Western world. The book investigates problems specific to emerging markets, while identifying new theoretical constructs and practical applications of digital marketing. It addresses topics such as electronic word of mouth (eWOM), demographic differences in digital marketing, mobile marketing, search engine advertising, among others. A radical increase in both temporal and geographical reach is empowering consumers to exert influence on brands, products, and services. Information and Communication Technologies (ICTs) and digital media are having a significant impact on the way people communicate and fulfil their socio-economic, emotional and material needs. These technologies are also being harnessed by businesses for various purposes including distribution and selling of goods, retailing of consumer services, customer relationship management, and influencing consumer behaviour by employing digital marketing practices. This book considers this, as it examines the practice and research related to digital and social media marketing.
Digital transformation is shaping a new landscape for businesses and their customers. For marketing professionals, advancing technology (artificial intelligence, robots, chatbots, etc.) and the explosion of personal data available present great opportunities to offer customers experiences that are ever richer, more fluid and more connected. For customers, this ecosystem is synonymous with new roles. They are more autonomous and have power alongside the company: they influence, innovate, punish and more. These developments push companies to implement new customer strategies. It is in this context, marked by pitfalls and paradoxes, that the authors of this book reflect on the customer relationship, what it has become and what it will be tomorrow. The book provides practitioners, teacher-researchers and Master's students with a state of the art and a prospective vision of customer relations in a digital world. It is aimed at those who want to gain an up-to-date understanding of the field and find all the keys needed to project themselves into the future.
Unlock the Power of Data: Transform Your Marketing Strategies with Data Science In the digital age, understanding the symbiosis between marketing and data science is not just an advantage; it's a necessity. In Mastering Marketing Data Science: A Comprehensive Guide for Today's Marketers, Dr. Iain Brown, a leading expert in data science and marketing analytics, offers a comprehensive journey through the cutting-edge methodologies and applications that are defining the future of marketing. This book bridges the gap between theoretical data science concepts and their practical applications in marketing, providing readers with the tools and insights needed to elevate their strategies in a data-driven world. Whether you're a master's student, a marketing professional, or a data scientist keen on applying your skills in a marketing context, this guide will empower you with a deep understanding of marketing data science principles and the competence to apply these principles effectively. Comprehensive Coverage: From data collection to predictive analytics, NLP, and beyond, explore every facet of marketing data science. Practical Applications: Engage with real-world examples, hands-on exercises in both Python & SAS, and actionable insights to apply in your marketing campaigns. Expert Guidance: Benefit from Dr. Iain Brown's decade of experience as he shares cutting-edge techniques and ethical considerations in marketing data science. Future-Ready Skills: Learn about the latest advancements, including generative AI, to stay ahead in the rapidly evolving marketing landscape. Accessible Learning: Tailored for both beginners and seasoned professionals, this book ensures a smooth learning curve with a clear, engaging narrative. Mastering Marketing Data Science is designed as a comprehensive how-to guide, weaving together theory and practice to offer a dynamic, workbook-style learning experience. Dr. Brown's voice and expertise guide you through the complexities of marketing data science, making sophisticated concepts accessible and actionable.
As business becomes increasingly complex and global, decision-makers must act more rapidly and accurately, based on the best available evidence. Modern data mining and analytics is indispensable for doing this. Real-World Data Mining demystifies current best practices, showing how to use data mining and analytics to uncover hidden patterns and correlations, and leverage these to improve all business decision-making. Drawing on extensive experience as a researcher, practitioner, and instructor, Dr. Dursun Delen delivers an optimal balance of concepts, techniques and applications. Without compromising either simplicity or clarity, Delen provides enough technical depth to help readers truly understand how data mining technologies work. Coverage includes: data mining processes, methods, and techniques; the role and management of data; tools and metrics; text and web mining; sentiment analysis; and integration with cutting-edge Big Data approaches. Throughout, Delen's conceptual coverage is complemented with application case studies (examples of both successes and failures), as well as simple, hands-on tutorials.
Digital Marketing: Integrating Strategy, Sustainability, and Purpose, Second Edition, draws on the latest digital tactics and strategic insights to help students understand how to generate sustainable growth through digital integration. It provides a roadmap to adopt a digital mindset, incorporate digital trends strategically, and integrate the most effective tactics and tools with organizational core values to achieve competitive advantage. Retaining the popular integrated approach that introduces students to each concept as it becomes relevant to the digital marketing plan, this edition: Combines a strong theoretical foundation with practical insights and activities that give students a comprehensive understanding of how to implement a digital marketing strategy in a modern business environment striving for purpose. Introduces the Sustainable Marketing Normal, a values-driven marketing model for the digital age which incorporates the 6Ps of marketing (product, price, place, promotion, participation, and purpose) to grow customer loyalty and advocacy and achieve sustainable outcomes for all stakeholders. Outlines the key Drivers of Change and leading digital marketing trends that students must understand and incorporate to be future ready and drive business opportunities. Demonstrates the impact of emerging technologies, such as virtual reality and augmented reality, on customers and other stakeholders. Highlights the concept of "network thinking," as an opportunity for marketers and organizations to engage in activities that create value through platforms and networks. Presents critical insights on the importance of using data analytics to inform and drive digital activities. Incorporates QR codes throughout the book, which link to the book’s companion website, Digital Marketing Resource Center, offering a truly interactive learning experience. Updated examples, a broader set of case studies, and interactive exercises support students at all stages of digital literacy, making Digital Marketing, Second Edition, the go-to guidebook. An updated companion website also offers instructors a richer set of support material, including a test bank.