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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.
This is an ideal introduction to yoga for everyone, written and presented by experts. The philosophy and benefits of Iyengar yoga are clearly explained and there is advice on how to begin and what equipment is needed. The asanas, or postures, are grouped into type for ease of reference, and are tailored for the beginner and those at intermediate level. A chapter on making yoga enjoyable and stimulating for children is included, with special animal poses. A comprehensive guide to meditation practice and techniques is also featured. This practical yoga course is a concise instructional guide to using yoga throughout life, and a wonderful introdution to the tranquility of meditation.
At once a pioneering study of evolution and an accessible and lively reading experience, a book that offers the most convincing—and radical—explanation for how and why the human mind evolved. Consciousness, morality, creativity, language, and art: these are the traits that make us human. Scientists have traditionally explained these qualities as merely a side effect of surplus brain size, but Miller argues that they were sexual attractors, not side effects. He bases his argument on Darwin’ s theory of sexual selection, which until now has played second fiddle to Darwin’ s theory of natural selection, and draws on ideas and research from a wide range of fields, including psychology, economics, history, and pop culture. Witty, powerfully argued, and continually thought-provoking, The Mating Mind is a landmark in our understanding of our own species.
This book offers a highly accessible introduction to natural language processing, the field that supports a variety of language technologies, from predictive text and email filtering to automatic summarization and translation. With it, you'll learn how to write Python programs that work with large collections of unstructured text. You'll access richly annotated datasets using a comprehensive range of linguistic data structures, and you'll understand the main algorithms for analyzing the content and structure of written communication. Packed with examples and exercises, Natural Language Processing with Python will help you: Extract information from unstructured text, either to guess the topic or identify "named entities" Analyze linguistic structure in text, including parsing and semantic analysis Access popular linguistic databases, including WordNet and treebanks Integrate techniques drawn from fields as diverse as linguistics and artificial intelligence This book will help you gain practical skills in natural language processing using the Python programming language and the Natural Language Toolkit (NLTK) open source library. If you're interested in developing web applications, analyzing multilingual news sources, or documenting endangered languages -- or if you're simply curious to have a programmer's perspective on how human language works -- you'll find Natural Language Processing with Python both fascinating and immensely useful.
Pryor Wright's ultra-conservative radio show has millions of devout fans who are sure that the slurs and wild accusations fired at the liberal left prove him a true patriot. But when his venomous rantings catch Maren Garrity's twin brother in the crossfire, the struggling actress pursues her own style of justice and enlists a troupe of fellow unemployed actors to teach Wright just how powerful words can be.
“Fans of The Sound of Music will find plenty to please them in [this] history of the sweeping musical.” —Kirkus Reviews On March 2, 1965, The Sound of Music was released in the United States and the love affair between moviegoers and the classic Rodgers and Hammerstein musical began. Rarely has a film captured the love and imagination of the moviegoing public the way The Sound of Music did as it blended history, music, stunning Austrian locations, heartfelt emotion—and the yodeling of Julie Andrews—into a monster hit. Now, Tom Santopietro has written the ultimate book for fans with behind the scenes stories of the filming, new interviews with Johannes von Trapp and others, photographs, and more. He looks back at the real life story of Maria von Trapp, goes on to chronicle the sensational success of the Broadway musical, and recounts the near cancellation of the film when Cleopatra bankrupted 20th Century Fox. He reveals the actors who were also considered for the roles of Maria and Captain von Trapp, and provides a historian’s critical analysis of the careers of director Robert Wise and screenwriter Ernest Lehman. He also takes a look at the critical controversy that greeted the movie, its relationship to the turbulent 1960s, and the superstardom that engulfed Julie Andrews. The Sound of Music Story is for everyone who cherishes this American classic.
Sinners and saints without greasepaint make for memorable close-ups. Enjoy Dottie's confidential revelations about Judy Garland, Marlene Dietrich, Mae West, Carole Lombard, Clark Gable, Gary Cooper, Joan Blondell, Paulette Goddard, Barbara Stanwyck, and others.
This first-person account of a legendary necropolis will delight Francophiles, tourists and armchair travelers, while enriching the experience of taphophiles (cemetery lovers) and aficionados of art and architecture, mystery and romance. Carolyn Campbell's evocative images are complemented by those of renowned landscape photographer Joe Cornish. "City of Immortals" celebrates the novelty and eccentricity of Père-Lachaise Cemetery through the engrossing story of the history of the site established by Napoleonic decree along with portraits of the last moments of the cultural icons buried within its walls. In addition to several "conversations" with some of the high-profile residents, three guided tours are provided along with an illustrated pull-out map featuring the grave sites of eighty-four architects, artists, writers, musicians, dancers, filmmakers and actors, including Oscar Wilde, Jim Morrison of the Doors. Frédéric Chopin, Georges Bizet, Edith Piaf, Maria Callas, Isadora Duncan, Eugène Delacroix, Gertrude Stein, Amedeo Modigliani, Sarah Bernhardt, Simone Signoret, Colette and Marcel Proust.