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Download or read book Relevance and precision written by and published by . This book was released on 1976 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : John Berryman
Publisher : Simon and Schuster
ISBN 13 : 1638353611
Total Pages : 517 pages
Book Rating : 4.6/5 (383 download)
Download or read book Relevant Search written by John Berryman and published by Simon and Schuster. This book was released on 2016-06-19 with total page 517 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Relevant Search demystifies relevance work. Using Elasticsearch, it teaches you how to return engaging search results to your users, helping you understand and leverage the internals of Lucene-based search engines. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Users are accustomed to and expect instant, relevant search results. To achieve this, you must master the search engine. Yet for many developers, relevance ranking is mysterious or confusing. About the Book Relevant Search demystifies the subject and shows you that a search engine is a programmable relevance framework. You'll learn how to apply Elasticsearch or Solr to your business's unique ranking problems. The book demonstrates how to program relevance and how to incorporate secondary data sources, taxonomies, text analytics, and personalization. In practice, a relevance framework requires softer skills as well, such as collaborating with stakeholders to discover the right relevance requirements for your business. By the end, you'll be able to achieve a virtuous cycle of provable, measurable relevance improvements over a search product's lifetime. What's Inside Techniques for debugging relevance? Applying search engine features to real problems? Using the user interface to guide searchers? A systematic approach to relevance? A business culture focused on improving search About the Reader For developers trying to build smarter search with Elasticsearch or Solr. About the Authors Doug Turnbull is lead relevance consultant at OpenSource Connections, where he frequently speaks and blogs. John Berryman is a data engineer at Eventbrite, where he specializes in recommendations and search. Foreword author, Trey Grainger, is a director of engineering at CareerBuilder and author of Solr in Action. Table of Contents The search relevance problem Search under the hood Debugging your first relevance problem Taming tokens Basic multifield search Term-centric search Shaping the relevance function Providing relevance feedback Designing a relevance-focused search application The relevance-centered enterprise Semantic and personalized search
Author : Claude Sammut
Publisher : Springer Science & Business Media
ISBN 13 : 0387307680
Total Pages : 1061 pages
Book Rating : 4.3/5 (873 download)
Download or read book Encyclopedia of Machine Learning written by Claude Sammut and published by Springer Science & Business Media. This book was released on 2011-03-28 with total page 1061 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive encyclopedia, in A-Z format, provides easy access to relevant information for those seeking entry into any aspect within the broad field of Machine Learning. Most of the entries in this preeminent work include useful literature references.
Author : B.M.S. van Praag
Publisher :
ISBN 13 :
Total Pages : 32 pages
Book Rating : 4.:/5 (129 download)
Download or read book Relevance and Precision written by B.M.S. van Praag and published by . This book was released on 2006 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 0309447321
Total Pages : 125 pages
Book Rating : 4.3/5 (94 download)
Download or read book Relevance of Health Literacy to Precision Medicine written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2016-12-04 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: On January 20, 2015, President Obama announced the Precision Medicine Initiative (PMI) in his State of the Union address. The PMI, by developing new approaches for detecting, measuring, and analyzing a wide range of biomedical information including molecular, genomic, cellular, clinical, behavioral, physiological, and environmental parameters, is intended to enable a new era of medicine in which researchers, providers, and patients work together to develop individualized care. Part of this effort included the creation of a national, large-scale research participant group, or cohort. The PMI Cohort Program is aimed at extending precision medicine to many diseases, including both rare and common diseases such as diabetes, heart disease, Alzheimer's disease, obesity, and mental illnesses such as depression, bipolar disorder, and schizophrenia, by building a national research cohort of 1 million or more U.S. participants. An important challenge to assembling the PMI Cohort will be to reach individuals who are socioeconomically disadvantaged. Individuals who are socioeconomically disadvantaged have lower health literacy; often belong to racial, ethnic, and minority communities; and are often less likely to participate in research studies and biorepositories. To explore possible strategies and messaging designs, the Roundtable on Health Literacy formed an ad hoc committee charged with planning and conducting a 1-day public workshop on the intersection of health literacy and precision medicine. The workshop participants discussed a variety of topics including an overview of precision medicine and its potential, the relevance of health literacy to the success of precision medicine efforts, and perspectives and understanding of different groups, such as health care providers, consumers, and insurers. This publication summarizes the presentations and discussions from the workshop.
Author : M. Norton Wise
Publisher : Princeton University Press
ISBN 13 : 0691218129
Total Pages : 384 pages
Book Rating : 4.6/5 (912 download)
Download or read book The Values of Precision written by M. Norton Wise and published by Princeton University Press. This book was released on 2020-09-01 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Values of Precision examines how exactitude has come to occupy such a prominent place in Western culture. What has been the value of numerical values? Beginning with the late eighteenth century and continuing into the twentieth, the essays in this volume support the view that centralizing states--with their increasingly widespread bureaucracies for managing trade, taxation, and armies--and large-scale commercial enterprises--with their requirements for standardization and mass production--have been the major promoters of numerical precision. Taking advantage of the resources available, scientists and engineers have entered a symbiotic relationship with state and industry, which in turn has led to increasingly refined measures in ever-widening domains of the natural and social world. At the heart of this book, therefore, is an inquiry into the capacity of numbers and instruments to travel across boundaries of culture and materials. Many of the papers focus attention on disagreements about the significance and the credibility of particular sorts of measurements deployed to support particular claims, as in the measures of the population of France, the electrical resistance of copper, or the solvency of insurance companies. At the same time they display the deeply cultural character of precision values. Contributors to the volume include Ken Alder, Graeme J. N. Gooday, Jan Golinski, Frederic L. Holmes, Kathryn M. Olesko, Theodore M. Porter, Andrea Rusnock, Simon Schaffer, George Sweetnam, Andrew Warwick, and M. Norton Wise.
Author : Christopher D. Manning
Publisher : Cambridge University Press
ISBN 13 : 1139472100
Total Pages : pages
Book Rating : 4.1/5 (394 download)
Download or read book Introduction to Information Retrieval written by Christopher D. Manning and published by Cambridge University Press. This book was released on 2008-07-07 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Author : Ling Liu
Publisher :
ISBN 13 : 9781489979933
Total Pages : pages
Book Rating : 4.9/5 (799 download)
Download or read book Encyclopedia of Database Systems written by Ling Liu and published by . This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Sandra Zoratti
Publisher : Kogan Page Publishers
ISBN 13 : 0749465360
Total Pages : 224 pages
Book Rating : 4.7/5 (494 download)
Download or read book Precision Marketing written by Sandra Zoratti and published by Kogan Page Publishers. This book was released on 2012-05-03 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marketers around the globe are recognizing that increasing customization and precision is critical to their commercial success. Rather than devoting marketing budgets to mass campaigns, precision marketers are mining customer data for predispositions and propensities to spend, in order to target buyers in more sophisticated ways, where all communications are targeted and relevant to each individual recipient. Precision Marketing will help you to develop the perspectives, capabilities and skills necessary to deliver these more powerful marketing results. Drawing on case studies from companies such as Fiat, Amazon, Tesco and ING, Precision Marketing shows how today's leading performers are beginning to recognize, identify and capitalize on many of the concepts of precision marketing, to set themselves apart and reach a whole new level of growth.
Author : Aurélien Géron
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 149203259X
Total Pages : 851 pages
Book Rating : 4.4/5 (92 download)
Download or read book Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow written by Aurélien Géron and published by "O'Reilly Media, Inc.". This book was released on 2019-09-05 with total page 851 pages. Available in PDF, EPUB and Kindle. Book excerpt: Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you’ve learned, all you need is programming experience to get started. Explore the machine learning landscape, particularly neural nets Use Scikit-Learn to track an example machine-learning project end-to-end Explore several training models, including support vector machines, decision trees, random forests, and ensemble methods Use the TensorFlow library to build and train neural nets Dive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning Learn techniques for training and scaling deep neural nets
Author : Tetsuya Sakai
Publisher : Springer Nature
ISBN 13 : 9811555540
Total Pages : 225 pages
Book Rating : 4.8/5 (115 download)
Download or read book Evaluating Information Retrieval and Access Tasks written by Tetsuya Sakai and published by Springer Nature. This book was released on 1901 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book summarizes the first two decades of the NII Testbeds and Community for Information access Research (NTCIR). NTCIR is a series of evaluation forums run by a global team of researchers and hosted by the National Institute of Informatics (NII), Japan. The book is unique in that it discusses not just what was done at NTCIR, but also how it was done and the impact it has achieved. For example, in some chapters the reader sees the early seeds of what eventually grew to be the search engines that provide access to content on the World Wide Web, todays smartphones that can tailor what they show to the needs of their owners, and the smart speakers that enrich our lives at home and on the move. We also get glimpses into how new search engines can be built for mathematical formulae, or for the digital record of a lived human life. Key to the success of the NTCIR endeavor was early recognition that information access research is an empirical discipline and that evaluation therefore lay at the core of the enterprise. Evaluation is thus at the heart of each chapter in this book. They show, for example, how the recognition that some documents are more important than others has shaped thinking about evaluation design. The thirty-three contributors to this volume speak for the many hundreds of researchers from dozens of countries around the world who together shaped NTCIR as organizers and participants. This book is suitable for researchers, practitioners, and students--anyone who wants to learn about past and present evaluation efforts in information retrieval, information access, and natural language processing, as well as those who want to participate in an evaluation task or even to design and organize one.
Author : J. S. Cramer
Publisher :
ISBN 13 :
Total Pages : 318 pages
Book Rating : 4.:/5 (469 download)
Download or read book Relevance and precision written by J. S. Cramer and published by . This book was released on 1976 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Ruslan Mitkov
Publisher : Oxford University Press
ISBN 13 : 0191625531
Total Pages : 1312 pages
Book Rating : 4.1/5 (916 download)
Download or read book The Oxford Handbook of Computational Linguistics written by Ruslan Mitkov and published by Oxford University Press. This book was released on 2022-05-23 with total page 1312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ruslan Mitkov's highly successful Oxford Handbook of Computational Linguistics has been substantially revised and expanded in this second edition. Alongside updated accounts of the topics covered in the first edition, it includes 17 new chapters on subjects such as semantic role-labelling, text-to-speech synthesis, translation technology, opinion mining and sentiment analysis, and the application of Natural Language Processing in educational and biomedical contexts, among many others. The volume is divided into four parts that examine, respectively: the linguistic fundamentals of computational linguistics; the methods and resources used, such as statistical modelling, machine learning, and corpus annotation; key language processing tasks including text segmentation, anaphora resolution, and speech recognition; and the major applications of Natural Language Processing, from machine translation to author profiling. The book will be an essential reference for researchers and students in computational linguistics and Natural Language Processing, as well as those working in related industries.
Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1522516751
Total Pages : 1569 pages
Book Rating : 4.5/5 (225 download)
Download or read book Public Health and Welfare: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2016-09-12 with total page 1569 pages. Available in PDF, EPUB and Kindle. Book excerpt: The prevention and treatment of diseases is a primary concern for any nation in modern society. To maintain an effective public health system, procedures and infrastructure must be analyzed and enhanced accordingly. Public Health and Welfare: Concepts, Methodologies, Tools, and Applications provides a comprehensive overview of the latest research perspectives on public health initiatives and promotion efforts. Highlighting critical analyses and emerging innovations on an international scale, this book is a pivotal reference source for professionals, researchers, academics, practitioners, and students interested in the improvement of public health infrastructures.
Author : Boualem Benatallah
Publisher : Springer Science & Business Media
ISBN 13 : 3642139108
Total Pages : 550 pages
Book Rating : 4.6/5 (421 download)
Download or read book Web Engineering written by Boualem Benatallah and published by Springer Science & Business Media. This book was released on 2010-06-30 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: The LNCS series reports state-of-the-art results in computer science research, development, and education, at a high level and in both printed and electronic form. Enjoying tight cooperation with the R&D community, with numerous individuals, as well as with prestigious organizations and societies, LNCS has grown into the most comprehensive computer science research forum available. The scope of LNCS, including its subseries LNAI and LNBI, spans the whole range of computer science and information technology including interdisciplinary topics in a variety of application fields. In parallel to the printed book, each new volume is published electronically in LNCS Online.
Author : Dirk Lewandowski
Publisher : Emerald Group Publishing
ISBN 13 : 1780526377
Total Pages : 337 pages
Book Rating : 4.7/5 (85 download)
Download or read book Web Search Engine Research written by Dirk Lewandowski and published by Emerald Group Publishing. This book was released on 2012-04-19 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides an understanding of Web search engines from the unique perspective of Library and Information Science. This book explores a range of topics including retrieval effectiveness, user satisfaction, the evaluation of search interfaces, the impact of search on society, and the influence of search engine optimization (SEO) on results quality.
Author : Pascal Hitzler
Publisher : Springer
ISBN 13 : 303021348X
Total Pages : 648 pages
Book Rating : 4.0/5 (32 download)
Download or read book The Semantic Web written by Pascal Hitzler and published by Springer. This book was released on 2019-05-24 with total page 648 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 16th International Semantic Web Conference, ESWC 2019, held in Portorož, Slovenia. The 39 revised full papers presented were carefully reviewed and selected from 134 submissions. The papers are organized in three tracks: research track, resources track, and in-use track and deal with the following topical areas: distribution and decentralisation, velocity on the Web, research of research, ontologies and reasoning, linked data, natural language processing and information retrieval, semantic data management and data infrastructures, social and human aspects of the Semantic Web, and, machine learning.
