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?
✔ Author(s): Michael Schrage
✔ Title: Recommendation Engines (The MIT Press Essential Knowledge series)
✔ Rating : 4.3 out of 5 base on (87 reviews)
✔ ISBN-10: 0262539071
✔ Language: English
✔ Format ebook: PDF, EPUB, Kindle, Audio, HTML and MOBI
✔ Device compatibles: Android, iOS, PC and Amazon Kindle
Readers' opinions about Recommendation Engines by Michael Schrage
Poppy Brooks
Discover the poignant story of a family navigating life's ups and downs in this moving novel. The author's empathetic writing and well-drawn characters create a deeply emotional experience. Each chapter explores themes of love, loss, and resilience with sensitivity. The plot's twists and turns keep you engaged throughout. It's a heartwarming and thought-provoking read. Perfect for readers who enjoy stories about family dynamics.
Bets Leonard
Experience the inspiring journey of an individual overcoming incredible odds in this powerful memoir. The author's candid and heartfelt writing brings their story to life. Each chapter reveals the resilience and strength of the human spirit. The narrative is both informative and deeply moving, offering valuable life lessons. It's a story that motivates and inspires, making it a must-read. Perfect for those seeking inspiration and personal growth.
Juliana Sellers
Discover the inspiring story of a trailblazer who changed the world in this compelling biography. The author's detailed research and engaging writing bring the subject to life. Each chapter reveals new insights into the person's life and achievements. The narrative is both informative and deeply moving, offering valuable life lessons. It's a story that motivates and inspires. Perfect for history buffs and biography enthusiasts.
