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Relevance And Precision
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Book Synopsis Encyclopedia of Machine Learning by : Claude Sammut
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.
Book Synopsis Introduction to Information Retrieval by : Christopher D. Manning
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.
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
Book Synopsis The Taxobook by : Marjorie M.K. Hlava
Download or read book The Taxobook written by Marjorie M.K. Hlava and published by Morgan & Claypool Publishers. This book was released on 2014-11-01 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the third of a three-part series on taxonomies, and covers putting your taxonomy into use in as many ways as possible to maximize retrieval for your users. Chapter 1 suggests several items to research and consider before you start your implementation and integration process. It explores the different pieces of software that you will need for your system and what features to look for in each. Chapter 2 launches with a discussion of how taxonomy terms can be used within a workflow, connecting two—or more—taxonomies, and intelligent coordination of platforms and taxonomies. Microsoft SharePoint is a widely used and popular program, and I consider their use of taxonomies in this chapter. Following that is a discussion of taxonomies and semantic integration and then the relationship between indexing and the hierarchy of a taxonomy. Chapter 3 (“How is a Taxonomy Connected to Search?”) provides discussions and examples of putting taxonomies into use in practical applications. It discusses displaying content based on search, how taxonomy is connected to search, using a taxonomy to guide a searcher, tools for search, including search engines, crawlers and spiders, and search software, the parts of a search-capable system, and then how to assemble that search-capable system. This chapter also examines how to measure quality in search, the different kinds of search, and theories on search from several famous theoreticians—two from the 18th and 19th centuries, and two contemporary. Following that is a section on inverted files, parsing, discovery, and clustering. While you probably don’t need a comprehensive understanding of these concepts to build a solid, workable system, enough information is provided for the reader to see how they fit into the overall scheme. This chapter concludes with a look at faceted search and some possibilities for search interfaces. Chapter 4, “Implementing a Taxonomy in a Database or on a Website,” starts where many content systems really should—with the authors, or at least the people who create the content. This chapter discusses matching up various groups of related data to form connections, data visualization and text analytics, and mobile and e-commerce applications for taxonomies. Finally, Chapter 5 presents some educated guesses about the future of knowledge organization. Table of Contents: List of Figures / Preface / Acknowledgments / On Your Mark, Get Ready .... WAIT! Things to Know Before You Start the Implementation Step / Taxonomy and Thesaurus Implementation / How is a Taxonomy Connected to Search? / Implementing a Taxonomy in a Database or on a Website / What Lies Ahead for Knowledge Organization? / Glossary / End Notes / Author Biography
Book Synopsis Encyclopedia of Database Systems by : Ling Liu
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:
Book Synopsis Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by : Aurélien Géron
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
Book Synopsis The Values of Precision by : M. Norton Wise
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.
Book Synopsis Knowledge-Based and Intelligent Information and Engineering Systems by : Rossitza Setchi
Download or read book Knowledge-Based and Intelligent Information and Engineering Systems written by Rossitza Setchi and published by Springer Science & Business Media. This book was released on 2010-09-02 with total page 682 pages. Available in PDF, EPUB and Kindle. Book excerpt: The four-volume set LNAI 6276--6279 constitutes the refereed proceedings of the 14th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2010, held in Cardiff, UK, in September 2010. The 272 revised papers presented were carefully reviewed and selected from 360 submissions. They present the results of high-quality research on a broad range of intelligent systems topics.
Book Synopsis Text Retrieval Conference, 4th by : D. K. Harman
Download or read book Text Retrieval Conference, 4th written by D. K. Harman and published by DIANE Publishing. This book was released on 1998-07 with total page 798 pages. Available in PDF, EPUB and Kindle. Book excerpt: Need new summary
Book Synopsis Proceedings 2002 VLDB Conference by : VLDB
Download or read book Proceedings 2002 VLDB Conference written by VLDB and published by Elsevier. This book was released on 2002-12-11 with total page 1145 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the 28th Annual International Conference on Very Large Data Bases held in Hong Kong, China on August 20-23, 2002. Organized by the VLDB Endowment, VLDB is the premier international conference on database technology.
Download or read book SIGIR ’94 written by W. Bruce Croft and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information retrieval (IR) is becoming an increasingly important area as scientific, business and government organisations take up the notion of "information superhighways" and make available their full text databases for searching. Containing a selection of 35 papers taken from the 17th Annual SIGIR Conference held in Dublin, Ireland in July 1994, the book addresses basic research and provides an evaluation of information retrieval techniques in applications. Topics covered include text categorisation, indexing, user modelling, IR theory and logic, natural language processing, statistical and probabilistic models of information retrieval systems, routing, passage retrieval, and implementation issues.
Book Synopsis Project Michelson by : Louis D. Higgs
Download or read book Project Michelson written by Louis D. Higgs and published by . This book was released on 1964 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Exploring Artificial Intelligence in the New Millennium by : Gerhard Lakemeyer
Download or read book Exploring Artificial Intelligence in the New Millennium written by Gerhard Lakemeyer and published by Morgan Kaufmann. This book was released on 2003 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: This guide is a unique presentation of the spectrum of ongoing research in Artificial Intelligence. An ideal collection for personal reference or for use in introductory courses in AI and its subfields, "Exploring Artificial Intelligence in the New Millennium" is essential reading for anyone interested in the intellectual and technological challenges of AI.
Author :Management Association, Information Resources Publisher :IGI Global ISBN 13 :1522551921 Total Pages :2373 pages Book Rating :4.5/5 (225 download)
Book Synopsis Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources
Download or read book Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2018-01-05 with total page 2373 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the increased use of technology in modern society, high volumes of multimedia information exists. It is important for businesses, organizations, and individuals to understand how to optimize this data and new methods are emerging for more efficient information management and retrieval. Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications is an innovative reference source for the latest academic material in the field of information and communication technologies and explores how complex information systems interact with and affect one another. Highlighting a range of topics such as knowledge discovery, semantic web, and information resources management, this multi-volume book is ideally designed for researchers, developers, managers, strategic planners, and advanced-level students.
Book Synopsis Microsoft SharePoint Online for Office 365 by : Bill English
Download or read book Microsoft SharePoint Online for Office 365 written by Bill English and published by Microsoft Press. This book was released on 2015-06-11 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deliver world-class collaboration capabilities through the cloud Use SharePoint Online to provide today’s most advanced collaboration capabilities--without managing your own infrastructure! This concise reference will help you configure and manage SharePoint Online to meet your requirements for functionality, performance, and compliance. Bill English covers user profiles, security, search, records management, App Catalogs, metrics, and more--to derive maximum value from SharePoint Online. Master the specific skills you need to deploy and run SharePoint Online Choose the version of SharePoint Online that is best for you Manage profiles, properties, audiences, permissions, policies, and MySite settings Use Business Connectivity Services to make SharePoint Online your central hub for all business information Make the most of SharePoint search, indexing, and records and document management Create and manage security and App Catalogs Solve the core issues of governance, risk, compliance, taxonomies, and training
Book Synopsis An Anthology of Global Risk by : SJ Beard
Download or read book An Anthology of Global Risk written by SJ Beard and published by Open Book Publishers. This book was released on 2024-09-03 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: This anthology brings together a diversity of key texts in the emerging field of Existential Risk Studies. It serves to complement the previous volume The Era of Global Risk: An Introduction to Existential Risk Studies by providing open access to original research and insights in this rapidly evolving field. At its heart, this book highlights the ongoing development of new academic paradigms and theories of change that have emerged from a community of researchers in and around the Centre for the Study of Existential Risk. The chapters in this book challenge received notions of human extinction and civilization collapse and seek to chart new paths towards existential security and hope. The volume curates a series of research articles, including previously published and unpublished work, exploring the nature and ethics of catastrophic global risk, the tools and methodologies being developed to study it, the diverse drivers that are currently pushing it to unprecedented levels of danger, and the pathways and opportunities for reducing this. In each case, they go beyond simplistic and reductionist accounts of risk to understand how a diverse range of factors interact to shape both catastrophic threats and our vulnerability and exposure to them and reflect on different stakeholder communities, policy mechanisms, and theories of change that can help to mitigate and manage this risk. Bringing together experts from across diverse disciplines, the anthology provides an accessible survey of the current state of the art in this emerging field. The interdisciplinary and trans-disciplinary nature of the cutting-edge research presented here makes this volume a key resource for researchers and academics. However, the editors have also prepared introductions and research highlights that will make it accessible to an interested general audience as well. Whatever their level of experience, the volume aims to challenge readers to take on board the extent of the multiple dangers currently faced by humanity, and to think critically and proactively about reducing global risk.
Book Synopsis Knowledge Science, Engineering and Management by : Yaxin Bi
Download or read book Knowledge Science, Engineering and Management written by Yaxin Bi and published by Springer. This book was released on 2010-08-23 with total page 629 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 4th International Conference on Knowledge Science, Engineering and Management held in Belfast, Northern Ireland, UK, in September 2010.
