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    The Handbook of Multimodal-Multisensor Interfaces, Volume 1

    Sharon Oviatt

    The Handbook of Multimodal-Multisensor Interfaces provides the first authoritative resource on what has become the dominant paradigm for new computer interfaces— user input involving new media (speech, multi-touch, gestures, writing) embedded in multimodal-multisensor interfaces. These interfaces support smart phones, wearables, in-vehicle and robotic applications, and many other areas that are now highly competitive commercially. This edited collection is written by international experts and pioneers in the field. It provides a textbook, reference, and technology roadmap for professionals working in this and related areas. This first volume of the handbook presents relevant theory and neuroscience foundations for guiding the development of high-performance systems. Additional chapters discuss approaches to user modeling and interface designs that support user choice, that synergistically combine modalities with sensors, and that blend multimodal input and output. This volume also highlights an in-depth look at the most common multimodal-multisensor combinations—for example, touch and pen input, haptic and non-speech audio output, and speech-centric systems that co-process either gestures, pen input, gaze, or visible lip movements. A common theme throughout these chapters is supporting mobility and individual differences among users. These handbook chapters provide walk-through examples of system design and processing, information on tools and practical resources for developing and evaluating new systems, and terminology and tutorial support for mastering this emerging field. In the final section of this volume, experts exchange views on a timely and controversial challenge topic, and how they believe multimodal-multisensor interfaces should be designed in the future to most effectively advance human performance.

    Data Cleaning

    Ihab F. Ilyas

    Data quality is one of the most important problems in data management, since dirty data often leads to inaccurate data analytics results and incorrect business decisions. Poor data across businesses and the U.S. government are reported to cost trillions of dollars a year. Multiple surveys show that dirty data is the most common barrier faced by data scientists. Not surprisingly, developing effective and efficient data cleaning solutions is challenging and is rife with deep theoretical and engineering problems. This book is about data cleaning, which is used to refer to all kinds of tasks and activities to detect and repair errors in the data. Rather than focus on a particular data cleaning task, we give an overview of the end-to-end data cleaning process, describing various error detection and repair methods, and attempt to anchor these proposals with multiple taxonomies and views. Specifically, we cover four of the most common and important data cleaning tasks, namely, outlier detection, data transformation, error repair (including imputing missing values), and data deduplication. Furthermore, due to the increasing popularity and applicability of machine learning techniques, we include a chapter that specifically explores how machine learning techniques are used for data cleaning, and how data cleaning is used to improve machine learning models. This book is intended to serve as a useful reference for researchers and practitioners who are interested in the area of data quality and data cleaning. It can also be used as a textbook for a graduate course. Although we aim at covering state-of-the-art algorithms and techniques, we recognize that data cleaning is still an active field of research and therefore provide future directions of research whenever appropriate.

    Computing and the National Science Foundation, 1950-2016

    William Aspray

    This organizational history relates the role of the National Science Foundation (NSF) in the development of modern computing. Drawing upon new and existing oral histories, extensive use of NSF documents, and the experience of two of the authors as senior managers, this book describes how NSF’s programmatic activities originated and evolved to become the primary source of funding for fundamental research in computing and information technologies. The book traces how NSF's support has provided facilities and education for computing usage by all scientific disciplines, aided in institution and professional community building, supported fundamental research in computer science and allied disciplines, and led the efforts to broaden participation in computing by all segments of society. Today, the research and infrastructure facilitated by NSF computing programs are significant economic drivers of American society and industry. For example, NSF supported work that led to the first widely-used web browser, Netscape; sponsored the creation of algorithms at the core of the Google search engine; facilitated the growth of the public Internet; and funded research on the scientific basis for countless other applications and technologies. NSF has advanced the development of human capital and ideas for future advances in computing and its applications. This account is the first comprehensive coverage of NSF's role in the extraordinary growth and expansion of modern computing and its use. It will appeal to historians of computing, policy makers and leaders in government and academia, and individuals interested in the history and development of computing and the NSF.

    Canadians at Table

    Dorothy Duncan

    Here is one of the most unique and fascinating food histories in the world, exploring the diverse culinary history of Canada. Winner of the 2007 Canadian Culinary Book Award for Canadian Food Culture In Canadians at Table we learn about lessons of survival from the First Nations, the foods that fuelled fur traders, and the adaptability of early settlers to their new environment. As communities developed and transportation improved, waves of newcomers arrived, bringing memories of foods, beverages, and traditions they had known, which were almost impossible to implement in their new homeland. They discovered instead how to use native plants for many of their needs. Community events and institutions developed to serve religious, social, and economic needs from agricultural and temperance societies to Womens Institutes, from markets and fairs to community meals and celebrations.

    We Gather at This Table

    Anna V. Ostenso Moore

    Explore with children and for yourself why we celebrate the Eucharist
    Breaking bread with others is central to our faith. This book is an invitation to learn and wonder about why we worship and celebrate the Holy Eucharist. Although grounded in the Episcopal liturgical tradition, it is an accessible and inviting introduction to worship for children and families of many Christian traditions. While learning what occurs during worship and the Holy Eucharist, readers of all ages will be guided through the sacramental and communal aspects of the celebration and how in the breaking of bread we are called into the world.
    The beautiful full-color illustrations reflect the diversity of God’s people, and a dedication page encourages personalization. A family section offers questions and suggests ways for all ages to engage in worship and family rituals. Reflecting some of the spirit, beauty, and vocabulary of the Episcopal liturgy, this will be a treasured volume for parents, godparents, grandparents, and other important adults in the life of a child who is wondering about worship.

    The Green World

    Hal Clement

    The planet was an enigma—and its solution was death!

    Scholarship, Money, and Prose

    Michael Chibnik

    An illuminating guide to publishing a scholarly journal written by a former editor-in-chief American Anthropologist is the flagship journal of the American Anthropological Association, published quarterly, reaching more than 12,000 readers with each issue and representing four distinct subfields. The journal publishes articles that add to, integrate, synthesize, and interpret anthropological knowledge; commentaries and essays on issues of importance to the discipline; and reviews of books, films, sound recordings, and exhibits. From 2012 to 2016, Michael Chibnik was editor-in-chief of American Anthropologist . In Scholarship, Money, and Prose , he writes a candid account of the complex and challenging work entailed in its production. Providing detailed ethnographic and historical descriptions of the operations of a major journal and behind-the-scenes anecdotes of his experiences, Chibnik makes transparent the work of an editor-in-chief. He reveals how he assembled diverse materials, assessed contradictory peer reviews of manuscripts submitted for publication, and collaborated with authors to improve the legibility and clarity of their articles. He also examines controversies that emerged from his columns on open access and biological anthropology and the inclusion of politically charged material in the journal. Scholarship, Money, and Prose sheds light on two aspects of successful editing that are common to academic journals whatever their subject matter. The first task is to strike a balance among different theoretical perspectives and topical specialties. This pressure is particularly salient in a field like anthropology in which scholars differ greatly in the extent to which they adopt a scientific or humanistic perspective. Second, editors must attend carefully to the need to keep costs down and revenues up in an economic environment in which libraries are cutting subscriptions and publishers are considering the future sustainability of journals. Relevant to a wide range of disciplines, Scholarship, Money, and Prose serves as a window onto the past, present, and future of scholarly publishing.

    Celebrity

    Andrea McDonnell