Netflix Recommends Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Netflix Recommends book. This book definitely worth reading, it is an incredibly well-written.
Algorithmic recommender systems, deployed by media companies to suggest content based on users’ viewing histories, have inspired hopes for personalized, curated media but also dire warnings of filter bubbles and media homogeneity. Curiously, both proponents and detractors assume that recommender systems for choosing films and series are novel, effective, and widely used. Scrutinizing the world’s most subscribed streaming service, Netflix, this book challenges that consensus. Investigating real-life users, marketing rhetoric, technical processes, business models, and historical antecedents, Mattias Frey demonstrates that these choice aids are neither as revolutionary nor as alarming as their celebrants and critics maintain—and neither as trusted nor as widely used. Netflix Recommends brings to light the constellations of sources that real viewers use to choose films and series in the digital age and argues that although some lament AI’s hostile takeover of humanistic cultures, the thirst for filters, curators, and critics is stronger than ever.
Introduction -- Why we need film and series suggestions -- How algorithmic recommender systems work -- Cracking the code, part I : developing Netflix's recommendation algorithms -- Cracking the code, part II : unpacking Netflix's myth of big data -- How real people choose films and series -- Afterword : robot critics vs. human experts -- Appendix : designing the empirical audience study.
Hands-On Recommendation Systems with Python by Rounak Banik Pdf
With Hands-On Recommendation Systems with Python, learn the tools and techniques required in building various kinds of powerful recommendation systems (collaborative, knowledge and content based) and deploying them to the web Key Features Build industry-standard recommender systems Only familiarity with Python is required No need to wade through complicated machine learning theory to use this book Book Description Recommendation systems are at the heart of almost every internet business today; from Facebook to Netflix to Amazon. Providing good recommendations, whether it's friends, movies, or groceries, goes a long way in defining user experience and enticing your customers to use your platform. This book shows you how to do just that. You will learn about the different kinds of recommenders used in the industry and see how to build them from scratch using Python. No need to wade through tons of machine learning theory—you'll get started with building and learning about recommenders as quickly as possible.. In this book, you will build an IMDB Top 250 clone, a content-based engine that works on movie metadata. You'll use collaborative filters to make use of customer behavior data, and a Hybrid Recommender that incorporates content based and collaborative filtering techniques With this book, all you need to get started with building recommendation systems is a familiarity with Python, and by the time you're fnished, you will have a great grasp of how recommenders work and be in a strong position to apply the techniques that you will learn to your own problem domains. What you will learn Get to grips with the different kinds of recommender systems Master data-wrangling techniques using the pandas library Building an IMDB Top 250 Clone Build a content based engine to recommend movies based on movie metadata Employ data-mining techniques used in building recommenders Build industry-standard collaborative filters using powerful algorithms Building Hybrid Recommenders that incorporate content based and collaborative fltering Who this book is for If you are a Python developer and want to develop applications for social networking, news personalization or smart advertising, this is the book for you. Basic knowledge of machine learning techniques will be helpful, but not mandatory.
Author : Jennifer L. Clinehens Publisher : Jennifer L. Clinehens Page : 219 pages File Size : 44,7 Mb Release : 2020-06-16 Category : Business & Economics ISBN : 8210379456XXX
What if you could use Nobel prize-winning science to predict the choices your customers will make? Customer and user behaviors can seem irrational. Shaped by mental shortcuts and psychological biases, their actions often appear random on the surface. In Choice Hacking, we'll learn to predict these irrational behaviors and apply the science of decision-making to create unforgettable customer experiences. Discover a framework for designing experiences that doesn't just show you what principles to apply, but introduces a new way of thinking about customer behavior. You'll finish Choice Hacking feeling confident and ready to transform your experience with science. In Choice Hacking, you'll discover: - How to make sure your customer experience is designed for what people do (not what they say they'll do) - How to increase the odds that customers will make the "right choice" in any environment - How to design user experiences that drive action and engagement - How to create retail experiences that persuade and drive brand love - How brands like Uber, Netflix, Disney, and Starbucks apply these principles in their customer and user experiences Additional resources included with the book: - Access to free video Companion Course - Access to exclusive free resources, tools, examples, and use cases online Who will benefit from reading Choice Hacking? This book was written for anyone who wants to better understand customer and user decision-making. Whether you're a consultant, strategist, digital marketer, small business owner, writer, user experience designer, student, manager, or organizational leader, you will find immediate value in Choice Hacking. About the Author Jennifer Clinehens is currently Head of Experience at a major global experience agency. She holds a Master's degree in Brand Management as well as an MBA from Emory University's Goizueta School. Ms. Clinehens has client-side and consulting experience working for brands like AT&T, McDonald's, and Adidas, and she's helped shape customer experiences across the globe. A recognized authority in marketing and customer experience, she is also the author of CX That Sings: An Introduction To Customer Journey Mapping. To learn more about this book or contact the author, please visit ChoiceHacking.com
Social Commerce by Efraim Turban,Judy Strauss,Linda Lai Pdf
This is a multidisciplinary textbook on social commerce by leading authors of e-commerce and e-marketing textbooks, with contributions by several industry experts. It is effectively the first true textbook on this topic and can be used in one of the following ways: Textbook for a standalone elective course at the undergraduate or graduate levels (including MBA and executive MBA programs) Supplementary text in marketing, management or Information Systems disciplines Training courses in industry Support resources for researchers and practitioners in the fields of marketing, management and information management The book examines the latest trends in e-commerce, including social businesses, social networking, social collaboration, innovations and mobility. Individual chapters cover tools and platforms for social commerce; supporting theories and concepts; marketing communications; customer engagement and metrics; social shopping; social customer service and CRM contents; the social enterprise; innovative applications; strategy and performance management; and implementing social commerce systems. Each chapter also includes a real-world example as an opening case; application cases and examples; exhibits; a chapter summary; review questions and end-of-chapter exercises. The book also includes a glossary and key terms, as well as supplementary materials that include PowerPoint lecture notes, an Instructor’s Manual, a test bank and five online tutorials.
Unlock the Power of Big Data Analytics in the Modern World Are you ready to dive into the fascinating world of big data analytics? "Big Data for Beginners" is your essential guide to understanding and harnessing the potential of big data in the modern era. Whether you're new to the concept or looking to expand your knowledge, this comprehensive book equips you with the foundational knowledge and tools to navigate the complexities of big data and make informed decisions. Key Features: 1. Introduction to Big Data: Dive deep into the fundamental concepts of big data, from its definition to its significance in today's data-driven landscape. Build a strong foundation that empowers you to navigate the vast world of big data. 2. Understanding Data Sources: Navigate the diverse sources of big data, including structured, semi-structured, and unstructured data. Learn how to gather, process, and manage data from various sources to extract valuable insights. 3. Big Data Technologies: Discover the technologies that power big data analytics. Explore tools like Hadoop, Spark, and NoSQL databases, understanding their role in processing and analyzing massive datasets. 4. Data Storage and Processing: Master the art of storing and processing big data effectively. Learn about distributed file systems, data warehouses, and batch and real-time processing to ensure scalability and efficiency. 5. Data Analysis and Visualization: Uncover strategies for analyzing and visualizing big data. Explore techniques for data exploration, pattern recognition, and creating compelling visual representations that convey insights effectively. 6. Machine Learning and Predictive Analytics: Delve into the world of machine learning and predictive analytics using big data. Learn how to build models that make accurate predictions and informed decisions based on massive datasets. 7. Big Data Security and Privacy: Explore the challenges of securing and preserving privacy in the realm of big data. Learn how to implement encryption, access controls, and anonymization techniques to protect sensitive information. 8. Real-World Applications: Discover the myriad applications of big data across industries. From healthcare to finance, retail to marketing, explore how big data is transforming business operations and decision-making. 9. Challenges and Future Trends: Gain insights into the challenges posed by big data, such as data quality and scalability issues. Explore the future trends and advancements that are shaping the evolution of big data analytics. 10. Ethical Considerations: Delve into the ethical considerations surrounding big data. Learn about responsible data usage, addressing bias, and maintaining transparency in the collection and analysis of data. Who This Book Is For: "Big Data for Beginners" is an indispensable resource for individuals, students, professionals, and enthusiasts who are eager to grasp the fundamentals of big data analytics. Whether you're a beginner curious about the world of data or an experienced professional seeking to enhance your skills, this book will guide you through the intricacies and empower you to harness the potential of big data.
The Rise of Over-the-Top (OTT) Media and Implications for Media Consumption and Production by Kalorth, Nithin Pdf
The rapid increase in popularity of major streaming services is having a massive impact on more traditional media outlets. Over-the-Top (OTT) Media is the term given to these types of services, which bypass the traditional media sources through an internet connection. How will OTT media force traditional forms of media to adjust and adapt in order to remain relevant? The Rise of Over-the-Top (OTT) Media and Implications for Media Consumption and Production is a timely edited volume that delves into the transformative emergence of Over-the-Top (OTT) media, which is reshaping the landscape of media consumption and production. The book traces the historical roots of OTT media, establishing a contextual understanding of its rapid rise and impact on the industry. Analyzing the complex web of business models and revenue streams in the OTT industry, the publication sheds light on the competitive dynamics, the entry of new players, and the subsequent effects on traditional media companies. It offers a fresh perspective, recognizing OTT media as a distinct and transformative medium, different from conventional film and television studies. Navigating the myriad aspects of OTT media, the book examines market trends and dynamics, showcasing the intricate technological infrastructure of OTT services, encompassing platforms, devices, and delivery methods. Engaging with contemporary issues, the book investigates the intersections of OTT media with news, entertainment, advertising, marketing, and the global south, fostering a holistic understanding of its far-reaching impact. As an essential reference for scholars, researchers, and media professionals, this book not only helps unravel the complexities of this rapidly evolving medium but also equips its readers with valuable insights to navigate the dynamic digital media landscape.
Author : John R. Schermerhorn, Jr Publisher : John Wiley & Sons Page : 557 pages File Size : 42,9 Mb Release : 2009-12-30 Category : Business & Economics ISBN : 9780470169643
Exploring Management by John R. Schermerhorn, Jr Pdf
Exploring Management, Second Edition by John Schermerhorn, presents a new and exciting approach in teaching and learning the principles of management. This text is organized within a unique learning system tailored to students’ reading and study styles. It offers a clean, engaging and innovative approach that motivates students and helps them understand and master management principles.
Information Technology for Management by Efraim Turban,Carol Pollard,Gregory Wood Pdf
Information Technology for Management, 12 Edition provides students with a comprehensive understanding of the latest technological developments in IT and the critical drivers of business performance, growth, and sustainability. Integrating feedback from IT managers and practitioners from top-level organizations worldwide, the newest edition of this well-regarded textbook features thoroughly revised content throughout to present students with a realistic, up-to-date view of IT management in the current business environment. The text offers a flexible, student-friendly presentation of the material through a pedagogy that is designed to help students with different learning styles easily comprehend and retain information. This blended learning approach combines visual, textual, and interactive content—featuring numerous real-world case studies of how businesses use IT to increase efficiency and productivity, strengthen collaboration and communication, and maximize their competitive advantage. Students learn how IT is leveraged to reshape enterprises, engage and retain customers, optimize systems and processes, manage business relationships and projects, and more.
Netflix, Dark Fantastic Genres and Intergenerational Viewing by Djoymi Baker,Jessica Balanzategui,Diana Sandars Pdf
Focusing on Netflix’s child and family-orientated platform exclusive content, this book offers the first exploration of a controversial genre cycle of dark science fiction, horror, and fantasy television under Netflix’s "Family Watch Together TV" tag. Using a ground-breaking mix of methods including audience research, interface, and textual analysis, the book demonstrates how Netflix is producing dark family telefantasy content that is both reshaping child and family-friendly TV genres and challenging earlier broadcast TV models around child-appropriate family viewing. It illuminates how Netflix encourages family audiences to "watch together" through intergenerational dynamics that work on and offscreen. The chapters in this book explore how this "Netflixication" of family television developed across landmark examples including Stranger Things, A Series of Unfortunate Events, The Dark Crystal: Age of Resistance, and even Squid Game. The book outlines how Netflix is consolidating a new dark family terrain in the streaming sector, which is unsettling older concepts of family viewing, leading to considerable audience and critical confusion around target audiences and viewer expectations. This book will be of particular interest to upper-level undergraduates, graduates, and scholars in the fields of television studies, screen genre studies, childhood studies, and cultural studies.
How companies like Amazon, Netflix, and Spotify know what "you might also like": the history, technology, business, and societal impact of online recommendation engines. Increasingly, our technologies are giving us better, faster, smarter, and more personal advice than our own families and best friends. Amazon already knows what kind of books and household goods you like and is more than eager to recommend more; YouTube and TikTok always have another video lined up to show you; Netflix has crunched the numbers of your viewing habits to suggest whole genres that you would enjoy. In this volume in the MIT Press's Essential Knowledge series, innovation expert Michael Schrage explains the origins, technologies, business applications, and increasing societal impact of recommendation engines, the systems that allow companies worldwide to know what products, services, and experiences "you might also like."
Netflix and the Re-invention of Television by Mareike Jenner Pdf
This book deals with the various ways Netflix reconceptualises television as part of the process of TV IV. As television continues to undergo a myriad of significant changes, Netflix has proven itself to be the dominant force in this development, simultaneously driving a number of these changes and challenging television’s existing institutional structures. This comprehensive study explores the pre-history of Netflix, the role of binge-watching in its organisation and marketing, and Netflix’s position as a transnational broadcaster. It also examines different concepts of control and the role these play in the history of ancillary technologies, from the remote control to binge-watching as Netflix’s iteration of giving control to the viewers. By focusing on Netflix’s relationship with the linear television schedule, its negotiations of quality and marketing, as well as the way Netflix integrates into national media systems, Netflix and the Re-invention of Television illuminates the importance of Netflix’s role within the processes of TV IV.
Film Criticism in the Digital Age by Mattias Frey,Cecilia Sayad Pdf
Over the past decade, as digital media has expanded and print outlets have declined, pundits have bemoaned a “crisis of criticism” and mourned the “death of the critic.” Now that well-paying jobs in film criticism have largely evaporated, while blogs, message boards, and social media have given new meaning to the saying that “everyone’s a critic,” urgent questions have emerged about the status and purpose of film criticism in the twenty-first century. In Film Criticism in the Digital Age, ten scholars from across the globe come together to consider whether we are witnessing the extinction of serious film criticism or seeing the start of its rebirth in a new form. Drawing from a wide variety of case studies and methodological perspectives, the book’s contributors find many signs of the film critic’s declining clout, but they also locate surprising examples of how critics—whether moonlighting bloggers or salaried writers—have been able to intervene in current popular discourse about arts and culture. In addition to collecting a plethora of scholarly perspectives, Film Criticism in the Digital Age includes statements from key bloggers and print critics, like Armond White and Nick James. Neither an uncritical celebration of digital culture nor a jeremiad against it, this anthology offers a comprehensive look at the challenges and possibilities that the Internet brings to the evaluation, promotion, and explanation of artistic works.
Design, User Experience, and Usability. Design for Contemporary Interactive Environments by Aaron Marcus,Elizabeth Rosenzweig Pdf
This book constitutes the refereed proceedings of the 9th International Conference on Design, User Experience, and Usability, DUXU 2020, held as part of the 22nd International Conference on Human-Computer Interaction, HCII 2020, in Copenhagen, Denmark, in July 2020. The conference was held virtually due to the COVID-19 pandemic. From a total of 6326 submissions, a total of 1439 papers and 238 posters has been accepted for publication in the HCII 2020 proceedings. The 50 papers included in this volume were organized in topical sections on interactions in intelligent and IoT environments, usability aspects of handheld and mobile devices, designing games and immersive experiences, and UX studies in automotive and transport.
Breakpoint: Why the Web will Implode, Search will be Obsolete, and Everything Else you Need to Know about Technology is in Your Brain by Jeff Stibel Pdf
What can the human brain and its relationship to the internet tell us about our society, our technologies, and our businesses? A lot, as it turns out. The internet today is a virtual replica of the brain, and the networks that leverage it grow and collapse in ways that are easily predictable if you understand the brain and other biological networks. We're living in the midst of a networking revolution. All of the major technology innovations of the 21st century – social networking, cloud computing, search engines, and crowdsourcing, to name a few – leverage the internet and are thus bound by the rules of networks. We've seen the exponential growth of these technologies, and they've led to a more efficient and tightly connected world. But what many people don't realize is that all networks eventually reach a breakpoint and collapse. This happens in the brain, it happens in nature, it happened to MySpace, and it will happen to Facebook and Google. It is critical to understand where the breakpoint is in the networks you use in order to achieve optimum success. Navigating the world of new technologies today can be like walking through a minefield unless you know the path. Imagine what you could do with a roadmap for where things are headed? In this fascinating look at the future of business and technology, neuroscientist and entrepreneur Jeff Stibel shows how the brain can act as a guide to understanding the future of the internet and the constellation of businesses and technologies that run on it. He'll show how leaders like Marissa Mayer are using artificial intelligence to literally remake Yahoo! and how startups like oDesk and Kickstarter are using crowdsourcing, the next wave of revolutionary technology, to create something much larger and "smarter" than the sum of their parts. Stibel offers a fresh perspective about the future of business and technology in a candid and engaging manner.