One-to-One Personalization in the Age of Machine Learning PDF Download
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Author: Karl Wirth
Publisher:
ISBN: 9780999369456
Category :
Languages : en
Pages : 182
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Book Description
For over 25 years, marketers have longed to connect with their customers and prospects as individuals. As the volume of customer communications across touch points grows exponentially and consumers' attention spans shrink by the day, delivering maximally relevant, individualized experiences has become an imperative. And while the one-to-one dream h.
Author: Karl Wirth
Publisher: Bookbaby
ISBN: 9780999369418
Category : Business & Economics
Languages : en
Pages : 0
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Book Description
In a world cluttered with messages competing for people's attention all of the time, marketers must surface relevant information if they want to capture the attention of their consumers or business buyers. And as consumers experience personalized experiences from other companies like Amazon, Netflix and Spotify, they grow to expect it from all the other companies they interact with, regardless of industry. One-to-one personalization is about tailoring an experience to a visitor or customer at the individual level. The experience could be on a website, mobile app, email, in-person, or any other channel where a person interacts with your brand or company. In contrast to a one-to-all experience (one that is the same for everyone) or a one-to-many experience (one that is targeted to a segment or group of people), a one-to-one experience is truly unique for each person. While marketers have dreamed of delivering one-to-one experiences for over 25 years, it has not been possible without machine learning. Machine learning can combine many different sources of data, draw insights about what that data says about an individual, and determine the most relevant experience to deliver -- in a far more scalable way than has ever been possible in the past In One-to-One Personalization in the Age of Machine Learning, discover what one-to-one personalization is all about, how it has evolved and what the future entails. Learn how it's driven by machine learning, delivered across channels and powered by in-depth customer data. Get inspired by the potential for your business and gain insights on how to develop your own personalization strategy and program. Discover how to turn the one-to-one dream into a reality.
Author: Julian McAuley
Publisher: Cambridge University Press
ISBN: 1009008579
Category : Computers
Languages : en
Pages : 338
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Book Description
Every day we interact with machine learning systems offering individualized predictions for our entertainment, social connections, purchases, or health. These involve several modalities of data, from sequences of clicks to text, images, and social interactions. This book introduces common principles and methods that underpin the design of personalized predictive models for a variety of settings and modalities. The book begins by revising 'traditional' machine learning models, focusing on adapting them to settings involving user data, then presents techniques based on advanced principles such as matrix factorization, deep learning, and generative modeling, and concludes with a detailed study of the consequences and risks of deploying personalized predictive systems. A series of case studies in domains ranging from e-commerce to health plus hands-on projects and code examples will give readers understanding and experience with large-scale real-world datasets and the ability to design models and systems for a wide range of applications.
Author: Audrey Watters
Publisher: MIT Press
ISBN: 026254606X
Category : Education
Languages : en
Pages : 325
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Book Description
How ed tech was born: Twentieth-century teaching machines--from Sidney Pressey's mechanized test-giver to B. F. Skinner's behaviorist bell-ringing box. Contrary to popular belief, ed tech did not begin with videos on the internet. The idea of technology that would allow students to "go at their own pace" did not originate in Silicon Valley. In Teaching Machines, education writer Audrey Watters offers a lively history of predigital educational technology, from Sidney Pressey's mechanized positive-reinforcement provider to B. F. Skinner's behaviorist bell-ringing box. Watters shows that these machines and the pedagogy that accompanied them sprang from ideas--bite-sized content, individualized instruction--that had legs and were later picked up by textbook publishers and early advocates for computerized learning. Watters pays particular attention to the role of the media--newspapers, magazines, television, and film--in shaping people's perceptions of teaching machines as well as the psychological theories underpinning them. She considers these machines in the context of education reform, the political reverberations of Sputnik, and the rise of the testing and textbook industries. She chronicles Skinner's attempts to bring his teaching machines to market, culminating in the famous behaviorist's efforts to launch Didak 101, the "pre-verbal" machine that taught spelling. (Alternate names proposed by Skinner include "Autodidak," "Instructomat," and "Autostructor.") Telling these somewhat cautionary tales, Watters challenges what she calls "the teleology of ed tech"--the idea that not only is computerized education inevitable, but technological progress is the sole driver of events.
Author: Don Peppers
Publisher: John Wiley & Sons
ISBN: 1119815339
Category : Business & Economics
Languages : en
Pages : 517
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Book Description
Every business on the planet is trying to maximize the value created by its customers Learn how to do it, step by step, in this newly revised Fourth Edition of Managing Customer Experience and Relationships: A Strategic Framework. Written by Don Peppers and Martha Rogers, Ph.D., recognized for decades as two of the world's leading experts on customer experience issues, the book combines theory, case studies, and strategic analyses to guide a company on its own quest to position its customers at the very center of its business model, and to "treat different customers differently." This latest edition adds new material including: How to manage the mass-customization principles that drive digital interactions How to understand and manage data-driven marketing analytics issues, without having to do the math How to implement and monitor customer success management, the new discipline that has arisen alongside software-as-a-service businesses How to deal with the increasing threat to privacy, autonomy, and competition posed by the big tech companies like Facebook, Amazon, and Google Teaching slide decks to accompany the book, author-written test banks for all chapters, a complete glossary for the field, and full indexing Ideal not just for students, but for managers, executives, and other business leaders, Managing Customer Experience and Relationships should prove an indispensable resource for marketing, sales, or customer service professionals in both the B2C and B2B world.
Author: William Ammerman
Publisher: McGraw Hill Professional
ISBN: 1260441261
Category : Business & Economics
Languages : en
Pages : 320
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Book Description
Marketers are harnessing the enormous power of AI to drive unprecedented results The world of marketing is undergoing major change. Sophisticated algorithms can test billions of marketing messages and measure results, and shift the weight of campaigns—all in real time. What’s next? A complete transformation of marketing as we know it, where machines themselves design and implement customized advertising tactics at virtually every point of digital contact. The Invisible Brand provides an in-depth exploration of the risks and rewards of this epochal shift—while delivering the information and insight you need to stay ahead of the game. Renowned technologist William Ammerman draws from his decades of experience at the forefront of digital marketing to provide a roadmap to our data-driven future. You’ll learn how data and AI will forge a new level of persuasiveness and influence for reshaping consumers’ buying decisions. You’ll understand the technology behind these changes and see how it is already at work in digital assistants, recommendation engines and digital advertising. And you’ll find unmatched insight into how to harness the power of artificial intelligence for maximum results. As we enter the age of mass customization of messaging, power and influence will go to those who know the consumer best. Whether you are a marketing executive or concerned citizen, The Invisible Brand provides everything you need to understand how brands are harnessing the extraordinary amounts of data at their disposal—and capitalizing on it with AI.
Author: Federico Galli
Publisher: Springer Nature
ISBN: 3031136039
Category : Law
Languages : en
Pages : 280
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Book Description
Artificial Intelligence (AI) systems are increasingly being deployed by marketing entities in connection with consumers’ interactions. Thanks to machine learning (ML) and cognitive computing technologies, businesses can now analyse vast amounts of data on consumers, generate new knowledge, use it to optimize certain processes, and undertake tasks that were previously impossible. Against this background, this book analyses new algorithmic commercial practices, discusses their challenges for consumers, and measures such developments against the current EU legislative framework on consumer protection. The book adopts an interdisciplinary approach, building on empirical findings from AI applications in marketing and theoretical insights from marketing studies, and combining them with normative analysis of privacy and consumer protection in the EU. The content is divided into three parts. The first part analyses the phenomenon of algorithmic marketing practices and reviews the main AI and AI-related technologies used in marketing, e.g. Big data, ML and NLP. The second part describes new commercial practices, including the massive monitoring and profiling of consumers, the personalization of advertising and offers, the exploitation of psychological and emotional insights, and the use of human-like interfaces to trigger emotional responses. The third part provides a comprehensive analysis of current EU consumer protection laws and policies in the field of commercial practices. It focuses on two main legal concepts, their shortcomings, and potential refinements: vulnerability, understood as the conceptual benchmark for protecting consumers from unfair algorithmic practices; manipulation, the substantive legal measure for drawing the line between fair and unfair practices.
Author: Simon Kingsnorth
Publisher: Kogan Page Publishers
ISBN: 0749484233
Category : Business & Economics
Languages : en
Pages : 385
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Book Description
Optimize your digital channels and ensure your marketing strategy aligns with business objectives, with this second edition of the bestselling guide to digital marketing - recommended by the Chartered Institute of Marketing. There is no shortage of digital marketing resources yet finding a book that covers all disciplines can be a challenge. This essential and highly readable book provides an accessible, step-by-step framework to the planning, integration and measurement of each digital platform and technique, all tailored to achieve overarching business objectives. Now featuring cutting edge updates on social media, SEO, content marketing, user experience and customer loyalty, Digital Marketing Strategy is an ideal road map for navigating: -Marketing automation, personalization, messaging and email -Online and offline integration -The power of technologies, such as AI -New data protection and privacy strategies Accompanied by downloadable practical implementation guides spanning SEO, paid-search, email, lead-generation and more, Digital Marketing Strategy will show you how to effectively select, align and manage digital channels and operations, to streamline a winning digital marketing strategy for measurable, optimized results. It is an essential guide for any marketer to build an effective and practical digital strategy.
Author: Peggy Grant
Publisher: International Society for Technology in Education
ISBN: 1564845443
Category : Education
Languages : en
Pages : 200
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Book Description
Personalized Learning: A Guide for Engaging Students with Technology is designed to help educators make sense of the shifting landscape in modern education. While changes may pose significant challenges, they also offer countless opportunities to engage students in meaningful ways to improve their learning outcomes. Personalized learning is the key to engaging students, as teachers are leading the way toward making learning as relevant, rigorous, and meaningful inside school as outside and what kids do outside school: connecting and sharing online, and engaging in virtual communities of their own Renowned author of the Heck: Where the Bad Kids Go series, Dale Basye, and award winning educator Peggy Grant, provide a go-to tool available to every teacher today—technology as a way to ‘personalize’ the education experience for every student, enabling students to learn at their various paces and in the way most appropriate to their learning styles.
Author: Kim Ann King
Publisher: Pearson Education
ISBN: 0134084640
Category : Business & Economics
Languages : en
Pages : 256
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Book Description
To succeed at B2B marketing today, you must excel across all areas: from getting your message out, to generating demand, to enabling sales teams. New technologies and new techniques make excellence possible. Now, top B2B marketer Kim Ann King brings together all the best practices and tools you need to make excellence real. In The Complete Guide to B2B Marketing, King helps you succeed by focusing on the three pillars of cutting-edge B2B marketing: automation, personalization, and experimentation. Drawing on her pioneering experience at companies like Akamai and Open Market, King shows how to: Systematically assess your context and customer, via personas, profiles, and other powerful techniques Choose among today's panoply of marketing options, tools, and techniques Build a more agile B2B marketing organization, and link its goals more tightly to strategy More accurately estimate marketing spend and ROI Systematically optimize demand generation and many other key functions Leverage higher-value approaches to web/mobile, SEO, and customer community-building Gain more value from corporate standards and your creative services vendors Discover what worked and what didn't, and use this knowledge to improve more quickly You'll find comprehensive, actionable resources, including best-practices checklists for every tactic, vendor checklists for evaluating new marketing technologies, a complete corporate marketing plan outline, and a start-to-finish marketing communications case study. If you're a B2B marketer, you'll find The Complete Guide to B2B Marketing invaluable – whatever your company's size, product, service, or industry.
Author: Cameron Blake
Publisher: eBookIt.com
ISBN: 1456653288
Category : Business & Economics
Languages : en
Pages : 144
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Book Description
Revolutionize Your Marketing Strategy with Cutting-Edge AI Techniques Are you ready to propel your marketing initiatives into the future? AI Marketing Mastery: Techniques for Success is your essential guide to navigating the increasingly complex world of artificial intelligence in marketing. This compelling book delves deep into the transformational power of AI, offering you practical insights and techniques to stay ahead of the competition. Attention: In an era where data reigns supreme, unlock the secrets to leveraging AI for unprecedented marketing success. Discover how to harness data-driven insights, master customer segmentation, and personalize customer experience like never before. Interest: Are you fascinated by the potential of automated marketing campaigns or intrigued by the sophistication of AI-driven content creation? This book takes you through a comprehensive journey, from understanding AI's impact on marketing evolution to exploring advanced personalization techniques and the nuances of predictive analytics. Desire: Gain exclusive access to strategies for optimizing SEO with AI, delve into the realm of AI-powered chatbots, and uncover the secrets behind programmatic advertising. Learn how sentiment analysis can elevate your customer engagement, and explore ethical considerations essential for responsibly implementing AI in your business practices. Action: With a wealth of case studies, practical tools, and innovative strategies, this book equips you to measure ROI effectively and overcome common challenges. Whether you're a small business owner or part of a large corporation, the insights provided will empower you to integrate AI seamlessly with traditional marketing strategies, building a skilled and forward-thinking team. Embrace the future today and transform your marketing efforts with the unparalleled expertise found in AI Marketing Mastery: Techniques for Success. Your journey towards AI-driven marketing excellence starts here.
