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Recommendation Engines
How companies like Amazon and Netflix know what “you might also like”: the history, technology, business, and social 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.”Schrage offers a history of recommendation that reaches back to antiquity's oracles and astrologers; recounts the academic origins and commercial evolution of recommendation engines; explains how these systems work, discussing key mathematical insights, including the impact of machine learning and deep learning algorithms; and highlights user experience design challenges.He offers brief but incisive case studies of the digital music service Spotify; ByteDance, the owner of TikTok; and the online personal stylist Stitch Fix.Finally, Schrage considers the future of technological recommenders: Will they leave us disappointed and dependent—or will they help us discover the world and ourselves in novel and serendipitous ways?
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A Gentle Noble's Vacation Recommendation, Volume 10
Until he's able to find a way home, Lizel figures this is a perfect opportunity to explore a new way of life adventuring as part of a guild.After all, he's sure he'll go home eventually... might as well enjoy the otherworldly vacation for now!
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Computing Taste : Algorithms and the Makers of Music Recommendation
Meet the people who design the algorithms that capture our musical tastes. The people who make music recommender systems have lofty goals: they want to broaden listeners’ horizons and help obscure musicians find audiences, taking advantage of the enormous catalogs offered by companies like Spotify, Apple Music, and Pandora.But for their critics, recommender systems seem to embody all the potential harms of algorithms: they flatten culture into numbers, they normalize ever-broadening data collection, and they profile their users for commercial ends.Drawing on years of ethnographic fieldwork, anthropologist Nick Seaver describes how the makers of music recommendation navigate these tensions: how product managers understand their relationship with the users they want to help and to capture; how scientists conceive of listening itself as a kind of data processing; and how engineers imagine the geography of the world of music as a space they care for and control. Computing Taste rehumanizes the algorithmic systems that shape our world, drawing attention to the people who build and maintain them.In this vividly theorized book, Seaver brings the thinking of programmers into conversation with the discipline of anthropology, opening up the cultural world of computation in a wide-ranging exploration that travels from cosmology to calculation, myth to machine learning, and captivation to care.
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Food Information, Communication and Education : Eating Knowledge
Food Information, Communication and Education analyses the role of different media in producing and transforming knowledge about food. ‘Eating knowledge’, or knowledge about food and food practice, is a central theme of cooking classes, the daily press, school textbooks, social media, popular magazines and other media.In addition, a wide variety of actors have taken on the responsibility of informing and educating the public about food, including food producers, advertising agencies, celebrity chefs, teachers, food bloggers and government institutions. Featuring a range of European case studies, this interdisciplinary collection advances our understanding of the processes of mediatization, circulation and reception of knowledge relating to food within specific social environments.Topics covered include: popularized knowledge about food carried over from past to present; the construction of trustworthy knowledge in today’s food risk society; critical assessment of nutrition education initiatives for children; and political and ideological implications of food information policy and practice.
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What book-CD recommendation is there for learning Swedish?
One book-CD recommendation for learning Swedish is "Complete Swedish: The Basics" by Living Language. This comprehensive course includes a book and three audio CDs, providing learners with a well-rounded approach to language acquisition. The book covers essential vocabulary, grammar, and cultural insights, while the CDs offer audio exercises and dialogues to help improve listening and speaking skills. This resource is suitable for beginners and can help learners build a strong foundation in the Swedish language.
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Can you give me a book recommendation for learning Polish?
I recommend "Complete Polish" by Joanna Michalak-Gray and Leszek Kolakowski. This book provides a comprehensive guide to learning Polish, covering grammar, vocabulary, and practical phrases. It also includes exercises and audio recordings to help with pronunciation and listening skills. Overall, it is a great resource for beginners looking to learn Polish effectively.
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Search for a recommendation.
I recommend using a combination of online search engines and review websites to find recommendations for the product or service you are looking for. Look for reputable sources such as consumer reports, industry experts, and customer reviews to get a well-rounded view of the options available. Additionally, consider reaching out to friends, family, and colleagues for their personal recommendations based on their experiences. By gathering information from multiple sources, you can make a more informed decision.
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What is your recommendation?
My recommendation would be to carefully consider all the options available to you and weigh the pros and cons of each. It's important to prioritize your needs and goals when making a decision. Additionally, seeking advice from trusted sources or professionals in the field can provide valuable insights to help you make an informed choice. Ultimately, trust your instincts and choose the option that aligns best with your values and objectives.
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Writing Recommendation Letters : The Discourse of Evaluation in Academic Settings
Even though reading and writing recommendation letters is one of the essential service tasks of the professorial life of academics, there are few resources to train graduate students and junior academics on how to draft a successful recommendation letter for different academic purposes.Writing Recommendation Letters draws linguistic and rhetorical principles from close to a thousand real-world examples of academic letters of recommendation.As a result, the research that informs the pedagogy is extensive, current, and highly relevant to the discourse of evaluation in academic settings with findings that have implications for genre-based writing instruction, English for Academic Purposes (EAP), and teaching of academic literacies.The authors are two experienced college professors who regularly teach graduate students and mentor young academics, so the reflection questions and instructor suggestions they provide were designed for today’s university classroom.The result is an instructive book that translates academic discourse structures and principles into accessible language, supplying authentic examples and ample writing practice. Key FeaturesReaders will learn the theoretical context that defines the genre of letters of recommendation.The book highlights the similarities and differences between the three different types of letters of recommendation: letters written for graduate admission, letters written in support of fellowship applications, and letters written to support obtaining a faculty position.Chapters on different aspects of linguistic and rhetorical features discuss presenting the applicants' credentials, highlighting the strengths of their character, accentuating and downplaying certain traits, as well as the pros and cons of boilerplate language and the use of customary frames for opening and closing. Readers will see real-world examples of actual letters of recommendation to see how seasoned faculty build the case for the applicant.
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RoyJones Anatomical Orthopedic Heel Spur Recommendation Gel Sole Daily Women's Slippers 1003 36 black
RoyJones Anatomical Orthopedic Heel Spur Recommendation Gel Sole Daily Women's Slippers JEL01 ; Plush wool insole is used for comfortable use. The soft polyurethane gel in the upper layer chamber where the foot presses works in perfect harmony with Roy Jones' superior foot anatomy. It is suitable for domestic use. A wear-resistant outsole with multi-directional grip is used. The same product as in the image and all our products are sent to your name with an invoice. Our products are produced in Turkey. Domestic Capital is domestic production. Product Patterns are Full Pattern, Take the number you wear. For example; If your foot is size 37, get size 37. Gender: Female footLength 36 23 cm 37 23.5 cm 38 24 cm 39 24.5 cm 40 25 cm 41 25.5 cm usage: Daily Upper Material: Faux Leather: Polyurethane Ingredient: Faux Leather Heel Height: 4.5 CmListed By ENTEGRA
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Building Recommendation Systems in Python and Jax : Hands-On Production Systems at Scale
Implementing and designing systems that make suggestions to users are among the most popular and essential machine learning applications available.Whether you want customers to find the most appealing items at your online store, videos to enrich and entertain them, or news they need to know, recommendation systems (RecSys) provide the way. In this practical book, authors Bryan Bischof and Hector Yee illustrate the core concepts and examples to help you create a RecSys for any industry or scale.You'll learn the math, ideas, and implementation details you need to succeed.This book includes the RecSys platform components, relevant MLOps tools in your stack, plus code examples and helpful suggestions in PySpark, SparkSQL, FastAPI, Weights & Biases, and Kafka. You'll learn:The data essential for building a RecSysHow to frame your data and business as a RecSys problemWays to evaluate models appropriate for your systemMethods to implement, train, test, and deploy the model you chooseMetrics you need to track to ensure your system is working as plannedHow to improve your system as you learn more about your users, products, and business case
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Action Research in Education : Learning Through Practitioner Enquiry
Action Research in Education is an essential guide for any lecturer, teacher or student-teacher interested in doing research.This exciting new edition of a popular text is an important resource for any education professional interested in investigating learning and teaching.Building on the success of Action Research in the Classroom, the authors have revised, updated and extended this book to include examples from further and higher education. It maps out easy-to-follow steps for usefully applying an action research approach and is full of practical tips and examples of real practitioner research projects from a range of schools, colleges and universities.This book will help teachers to:- understand and apply practitioner inquiry- enhance their problem-solving skills- locate their own activity in a wider context- maximise opportunities to develop practice- evaluate the needs of their learnersClear, pragmatic and timely, this is a must-have text for all teachers and students of education. Vivienne Baumfield is Professor of Pedagogy, Policy and Innovation in the School of Education, University of GlasgowElaine Hall is Lecturer in Research Methods, School of Education, Communication and Language Sciences, Newcastle UniversityKate Wall is Senior Lecturer in the School of Education, Durham University
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What is recommendation 795?
Recommendation 795 is a guideline issued by the International Labour Organization (ILO) concerning the protection of workers' personal data. It emphasizes the importance of safeguarding workers' privacy and ensuring that their personal data is collected and processed in a fair and transparent manner. The recommendation also calls for measures to be put in place to prevent the misuse of personal data and to provide workers with the necessary information and tools to exercise their data protection rights. Overall, Recommendation 795 aims to promote a safe and secure working environment where workers' personal data is respected and protected.
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What is Recommendation 798?
Recommendation 798 is a set of guidelines developed by the International Labour Organization (ILO) to promote the development and implementation of employment policies that support full, productive, and freely chosen employment for all. It emphasizes the importance of creating an enabling environment for job creation, promoting equal opportunities and treatment in employment, and ensuring social protection for all workers. Recommendation 798 also encourages member states to work towards eliminating discrimination in employment and to promote the rights of workers to organize and bargain collectively.
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What is your perfume recommendation?
My perfume recommendation would be Chanel Chance Eau Tendre. It is a fresh and floral scent that is perfect for everyday wear. The notes of grapefruit, quince, jasmine, and white musk create a delicate and feminine fragrance that is both elegant and long-lasting. It is a versatile perfume that can be worn year-round and is sure to receive compliments wherever you go.
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What is your purchase recommendation?
Based on the features and benefits of the product, I would recommend purchasing the smartwatch. It offers a wide range of functionalities such as fitness tracking, notifications, and music control, making it a versatile and convenient device. Additionally, the sleek design and long battery life make it a great option for everyday use. Overall, the smartwatch provides great value for its price and would be a worthwhile investment for anyone looking to enhance their daily activities.
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