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How can a single person understand what's going on in a collection of millions of documents? This is an increasingly common problem: sifting through an organization's e-mails, understanding a decade worth of newspapers, or characterizing a scientific field's research. Topic models are a statistical framework that help users understand large document collections: not just to find individual documents but to understand the general themes present in the collection. This survey describes the recent academic and industrial applications of topic models with the goal of launching a young researcher capable of building their own applications of topic models. In addition to topic models' effective application to traditional problems like information retrieval, visualization, statistical inference, multilingual modeling, and linguistic understanding, this survey also reviews topic models' ability to unlock large text collections for qualitative analysis. We review their successful use by researchers to help understand fiction, non-fiction, scientific publications, and political texts.
This monograph offers insightful knowledge of real-world RTB systems, to bridge the gaps between industry and academia, and to provide an overview of the fundamental infrastructure, algorithms, and technical and research challenges of the new frontier of computational advertising.
This fundamental guide on programmatic advertising explains in detail how automated, data-driven advertising really works in practice and how the right adoption leads to a competitive advantage for advertisers, agencies and media. The new way of planning, steering and measuring marketing may still appear complex and threatening but promising at once to most decision makers. This collaborative compendium combines proven experience and best practice in 22 articles written by 45 renowned experts from all around the globe. Among them Dr. Florian Heinemann/Project-A, Peter Würtenberger/Axel-Springer, Deirdre McGlashan/MediaCom, Dr. Marc Grether/Xaxis, Michael Lamb/MediaMath, Carolin Owen/IPG, Stefan Bardega/Zenith, Arun Kumar/Cadreon, Dr. Ralf Strauss/Marketingverband, Jonathan Becher/SAP and many more great minds.
Digital Advertising offers a detailed and current overview of the field that draws on current research and practice by introducing key concepts, models, theories, evaluation practices, conflicts, and issues. With a balance of theory and practice, this book helps provide the tools to evaluate and understand the effects of digital advertising and promotions campaigns. New to this edition is discussion of big data analysis, privacy issues, and social media, as well as thought pieces by leading industry practitioners. This book is ideal for graduate and upper-level undergraduate students, as well as academics and practitioners.
Marketing models is a core component of the marketing discipline. The recent developments in marketing models have been incredibly fast with information technology (e.g., the Internet), online marketing (e-commerce) and customer relationship management (CRM) creating radical changes in the way companies interact with their customers. This has created completely new breeds of marketing models, but major progress has also taken place in existing types of marketing models. Handbook of Marketing Decision Models presents the state of the art in marketing decision models. The book deals with new modeling areas, such as customer relationship management, customer value and online marketing, as well as recent developments in other advertising, sales promotions, sales management, and competition are dealt with. New developments are in consumer decision models, models for return on marketing, marketing management support systems, and in special techniques such as time series and neural nets.
This book is an extensive resource to demystify online advertising. While it walks you through the very basics of digital advertising like media buying, media planning, tracking and optimization ;it alsodiscussed the topics much in limelight like programmatic buying, real time bidding, ad exchanges, etc. The book is as helpful for beginners as it is to the experienced. Once you pick it up, it will help clearing all your doubts and will teach you more, helping to increase your knowledge. Internet, once understood, is a powerful platform to launch ideas, build brands and run successful businesses.If you have a business and aspire to scale it up multi fold, decoding internet is an essential skill and this book is a must have. If you are a marketer, this book willhelp you deepen your understanding of the potent value channel of Internet. Unleash its potential by reading through the book and you will hold the capability of finding new revenue streams and new avenues towards scalability. Even if you are just an avid reader with no digital or marketing background; this book will help you build systematic understanding of Internet marketing, which is clearly the way to go. It can be a very interesting read and definitely a delightful conversation starter.
This book constitutes the refereed proceedings of the 6th International Workshop on Internet and Network Economics, WINE 2010, held in Stanford, USA, in December 2010. The 52 revised full papers presented were carefully reviewed and selected from 95 submissions. The papers are organized in 33 regular papers and 19 short papers.
The COVID-19 pandemic has been a very strong reminder that the future economic development of any country is more than ever influenced by its ability to ramp-up digital competitiveness. Consequently, enterprises were pushed to assess and develop the possibilities offered by e-commerce and online marketing tools. In this book, experts outline the prerequisites for such online marketing competitiveness and compare the current level of digital marketing competitiveness in Europe by using publicly available macro and micro-level data. The authors present their analyses and recommendations including interviews with over 125 online marketers and e-commerce specialists and present the lessons from digitalization of over 600 SMEs.
This book constitutes the refereed conference proceedings of the 16th IFIP WG 6.11 Conference on e-Business, e-Services and e-Society, I3E 2017, held in Delhi, India, in November 2017. The 45 revised full papers presented were carefully reviewed and selected from 92 submissions. They are organized in the following topical sections: Adoption of Smart Services; Assessment of ICT Enabled Smart Initiatives; Analytics for Smart Governance; Social Media and Web 3.0 for Smartness; and Smart Solutions for the Future.