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Gladiator
The official illustrated companion book to the winner of five Academy Awards, including Best Picture, Best Actor (Russell Crowe), Costume Design, Sound, and Visual Effects. Director Ridley Scott (Blade Runner, Thelma and Louise, Alien) brings the glorious battles of the ancient Roman arena back to the big screen. Set against the splendor and barbarity of the Roman Empire in AD 180, Gladiator tells an epic story of courage and revenge: The great Roman general Maximus (Russell Crowe) has been forced into exile and slavery by the jealous heir to the throne, Commodus (Joaquin Phoenix). Trained as a gladiator, Maximus returns to Rome, intent on avenging the murder of his family by Commodus, now emperor. The one power stronger than that of the emperor is the will of the people, and Maximus knows he can attain his revenge only by becoming the greatest hero in all the Empire. Russell Crowe heads up an international cast that includes Joaquin Phoenix, Connie Nielson, Oliver Reed, Derek Jacobi, Djimon Hounsou, and Richard Harris. Directed by Ridley Scott from a script by David Franzoni and John Logan, Gladiator is produced by Franzoni, Douglas Wick, and Branko Lustig, with Walter F. Parkes serving as executive producer. This is the official full-color companion book, featuring excerpts from the screenplay, historical sidebars and illustrations, details on period costumes and epic set designs, behind-the-scenes photographs from the location filming, and interviews with the screenwriters, actors, and director.
Recommender Systems
This book comprehensively covers the topic of recommender systems, which provide personalized recommendations of products or services to users based on their previous searches or purchases. Recommender system methods have been adapted to diverse applications including query log mining, social networking, news recommendations, and computational advertising. This book synthesizes both fundamental and advanced topics of a research area that has now reached maturity. The chapters of this book are organized into three categories: Algorithms and evaluation: These chapters discuss the fundamental algorithms in recommender systems, including collaborative filtering methods, content-based methods, knowledge-based methods, ensemble-based methods, and evaluation. Recommendations in specific domains and contexts: the context of a recommendation can be viewed as important side information that affects the recommendation goals. Different types of context such as temporal data, spatial data, social data, tagging data, and trustworthiness are explored. Advanced topics and applications: Various robustness aspects of recommender systems, such as shilling systems, attack models, and their defenses are discussed. In addition, recent topics, such as learning to rank, multi-armed bandits, group systems, multi-criteria systems, and active learning systems, are introduced together with applications. Although this book primarily serves as a textbook, it will also appeal to industrial practitioners and researchers due to its focus on applications and references. Numerous examples and exercises have been provided, and a solution manual is available for instructors.
The Boys in the Boat
Now a Major Motion Picture Directed by George Clooney The #1 New York Times–bestselling story about the American Olympic rowing triumph in Nazi Germany—from the author of Facing the Mountain. For readers of Unbroken, out of the depths of the Depression comes an irresistible story about beating the odds and finding hope in the most desperate of times—the improbable, intimate account of how nine working-class boys from the American West showed the world at the 1936 Olympics in Berlin what true grit really meant. It was an unlikely quest from the start. With a team composed of the sons of loggers, shipyard workers, and farmers, the University of Washington’s eight-oar crew team was never expected to defeat the elite teams of the East Coast and Great Britain, yet they did, going on to shock the world by defeating the German team rowing for Adolf Hitler. The emotional heart of the tale lies with Joe Rantz, a teenager without family or prospects, who rows not only to regain his shattered self-regard but also to find a real place for himself in the world. Drawing on the boys’ own journals and vivid memories of a once-in-a-lifetime shared dream, Brown has created an unforgettable portrait of an era, a celebration of a remarkable achievement, and a chronicle of one extraordinary young man’s personal quest.