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Class-tested and coherent, this textbook teaches classical and web information retrieval, including web search and the related areas of text classification and text clustering from basic concepts. It gives an up-to-date treatment of all aspects of the design and implementation of systems for gathering, indexing, and searching documents; methods for evaluating systems; and an introduction to the use of machine learning methods on text collections. All the important ideas are explained using examples and figures, making it perfect for introductory courses in information retrieval for advanced undergraduates and graduate students in computer science. Based on feedback from extensive classroom experience, the book has been carefully structured in order to make teaching more natural and effective. Slides and additional exercises (with solutions for lecturers) are also available through the book's supporting website to help course instructors prepare their lectures.
Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations. The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.
Perfect for readers of How God Changes Your Brain, two researchers present over thirty brain exercises to help readers generate happiness and success, in business and in life. ”This remarkable book translates state-of-the art neuroscience into practical techniques that rapidly promote personal transformation. If you want to double your happiness and your income, start using these powerful brain-changing exercises today!” ―John Assaraf, New York Times bestselling author and CEO of NeuroGym Adapted from a business school course they created for professionals, bestselling author Mark Waldman and Chris Manning present simple brain exercises, based on the latest neuroscience research, to gu...
Although empty for many years, attempts to demolish the old mill result in death, mystery and the existence of long held secrets. Who holds the key to stop the carnage and reveal the secrets?
Cincinnati Magazine taps into the DNA of the city, exploring shopping, dining, living, and culture and giving readers a ringside seat on the issues shaping the region.
The global centre of gravity continues to shift to the Asia-Pacific, the most dynamic region in the world. These economies have generally grown faster for longer periods of time than any other major region in world history. Their embrace of globalization has been a central feature, and driver, of their dynamism. The management of Asia-Pacific economic integration and globalization is crucial not only for the countries themselves but also for the state of the global economy, including importantly latecomer developing economies who look to the region for analytical and development policy lessons. Twenty-eight leading international authorities in the field, drawn from nine countries, provide a ...
From the creator of the critically acclaimed, award-winning Cork O'Connor mystery series comes a haunting, atmospheric, conspiracy thriller. When President Clay Dixon's father-in-law—a former vice president—is injured in a farming accident, First Lady Kate Dixon returns to Minnesota to be at his side. Assigned to protect her, Secret Service agent Bo Thorsen soon falls under Kate's spell. He also suspects the accident is part of a trap set for Kate by David Moses, an escaped mental patient who once loved her. What Bo and Moses don't realize is that they're caught in a web of deadly intrigue spun by a seemingly insignificant bureaucratic department within the federal government. Racing to find answers before an assassin's bullet can kill Kate, Bo soon learns that when you lie down with the devil, there's hell to pay.
Mike Pressler walked into the bottomfloor meeting room of the Murray Building and, as he had done hundreds of times over a sixteen-year career at Duke University, prepared to address his men's lacrosse team. Forty-six players sat in theater-style chairs, all eyes riveted forward. It was 4:35 P.M. on Wednesday, April 5, 2006. The program's darkest hour had arrived in an unexpected and explosive announcement. Pressler, a three-time ACC Coach of the Year, informed his team that its season was canceled and he had "resigned," effective immediately. While his words reverberated off the walls, hysteria erupted. Players cried, confused over a course of events that had spun wildly out of control. Wha...
Author of the Booker-longlisted novel Second PlaceA GUARDIAN BOOK OF THE YEARAfter the publication of Outline, Transit and Kudos - in which Rachel Cusk redrew the boundaries of fiction - this writer of uncommon brilliance returns with a series of essays that offers new insights on the themes at the heart of her life's work. Encompassing memoir and cultural and literary criticism, with pieces on gender, politics and writers such as D. H. Lawrence, Olivia Manning and Natalia Ginzburg, this collection is essential reading for our age: fearless, unrepentantly erudite, both startling and rewarding to behold. The result is a cumulative sense of how the frank, deeply intelligent sensibility - so evident in her stories and novels - reverberates in the wider context of Cusk's literary process. Coventry grants its readers a rare opportunity to see a mind at work that will influence literature for time to come.