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Representation Learning for Natural Language Processing
This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including words, phrases, sentences and documents. Part II then introduces the representation techniques for those objects that are closely related to NLP, including entity-based world knowledge, sememe-based linguistic knowledge, networks, and cross-modal entries. Lastly, Part III provides open resource tools for representation learning techniques, and discusses the remaining challenges and future research directions. The theories and algorithms of representation learning presented can also benefit other related domains such as machine learning, social network analysis, semantic Web, information retrieval, data mining and computational biology. This book is intended for advanced undergraduate and graduate students, post-doctoral fellows, researchers, lecturers, and industrial engineers, as well as anyone interested in representation learning and natural language processing.
Artificial Intelligence in Daily Life
Given the exponential growth of Artificial Intelligence (AI) over the past few decades, AI and its related applications have become part of daily life in ways that we could never have dreamt of only a century ago. Our routines have been changed beyond measure by robotics and AI, which are now used in a vast array of services. Though AI is still in its infancy, we have already benefited immensely. This book introduces readers to basic Artificial Intelligence concepts, and helps them understand the relationship between AI and daily life. In the interest of clarity, the content is divided into four major parts. Part I (AI Concepts) presents fundamental concepts of and information on AI; while P...
Essential Mathematics for Political and Social Research
"More than ever before, modern social scientists require a basic level of mathematical literacy, yet many students receive only limited mathematical training prior to beginning their research careers. This textbook addresses this dilemma by offering a comprehensive, unified introduction to the essential mathematics of social science. Throughout the book the presentation builds from first principles and eschews unnecessary complexity. Most importantly, the discussion is thoroughly and consistently anchored in real social science applications, with more than 80 research-based illustrations woven into the text and featured in end-of-chapter exercises. Students and researchers alike will find this first-of-its-kind volume to be an invaluable resource."--BOOK JACKET.
Active Learning
Provides a general introduction to active learning. It outlines several scenarios in which queries might be formulated, and details many query selection algorithms which have been organised into four broad categories, or "query selection frameworks". The book also touches on some of the theoretical foundations of active learning, and concludes with an overview of the strengths and weaknesses of these approaches.
Patterns for Computer-Mediated Interaction
Written by well-respected experts, this how-to guide provides patterns for the design of human computer human interaction (HCHI). An increasing number of applications are currently designed for use by more than one user, eg: multi-player games, interactive web sites, mobile phones, collaborative learning systems, interactive workspaces and smart environments. In these areas there is a shift from (HCI) human computer interaction to (HCHI) human computer human interaction. The role of patterns in this movement is twofold: 1st – patterns focus on the human user of the system; 2nd – patterns assist developers in the development process of groupware applications.
Handbook of Research on Developments in E-Health and Telemedicine: Technological and Social Perspectives
"This book provide a comprehensive coverage of the latest and most relevant knowledge, developments, solutions, and practical applications, related to e-Health, this new field of knowledge able to transform the way we live and deliver services, both from the technological and social perspectives"--Provided by publisher.
Chorea
Chorea: Causes and Management provides a comprehensive and timely update for the wide variety of neurological conditions, both inherited and acquired, which result in this common hyperkinetic movement disorder. This book describes in detail the latest clinical and etiological information regarding chorea. Management strategies, pathophysiology, and associated medical and psychiatric problems associated with chorea are also addressed. The nineteen chapters are contributed by internationally-recognized authors working at the forefront of research in the specific disorders linked to chorea. Chorea: Causes and Management is aimed at an audience of neurologists, psychiatrists, neuropsychologists, specialists in medical genetics, clinical and basic researchers in neurosciences, and generalist clinical physicians with an interest in movement disorders.
The Choates in America, 1643-1896
Excerpt from The Choates in America, 1643-1896: John Choate and His Descendants, Chebacco, Ipswich, Mass., Illustrated The object of this volume is to place in a permanent form for preservation the genealogical data of the families of Choates in this country that have sprung from the first settler of the name, John Choate, of Chebacco, Ipswich, in the Province of Massachusetts. And also to make a memoranda of incident, tradition, and biography, including some special mention of those persons of eminence who by public service and distinguished ability have brought honor to the Choate name. About the Publisher Forgotten Books publishes hundreds of thousands of rare and classic books. Find more...
The Key to the Kalevala
The Key to the Kalevala was originally published in Finland in 1916. Now this insightful and detailed exploration of the ancient origins of Finnish mythology is available in English. Students of the ancient traditions and mystical teachings will find no better introduction to the profound esoteric meaning of the Kalevala, the Finnish National Epic, than Ervast's book. This translation is authorized by Ervast's study-school in Finland, whose members have worked to preserve his insights into his culture's past and the spiritual evolution of humanity. We also have the good fortune of being able to use Eino Friberg's beautiful translation of Kalevala (1988) into the modern American idiom. The combined work of Ervast and Friberg results in a unique, insightful, and aesthetically pleasing offering.
