Relevant Search

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

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.

Acknowledgments -- Introduction: the power of algorithms -- A society, searching -- Searching for Black girls -- Searching for people and communities -- Searching for protections from search engines -- The future of knowledge in the public -- The future of information culture -- Conclusion: algorithms of oppression -- Epilogue -- Notes -- Bibliography -- Index -- About the author

As a fourth grader at Holy Cross Grammar School, Matt Weber asked his religion teacher why St. Francis was often pictured with holes in his hands and feet. She responded that those holes were known as the stigmata and that they reflected the wounds Jesus received during his crucifixion. "And how did he get them?" the curious Weber asked. "He got them because he was a good Catholic," was the reply. And so that night, Weber recounts, he did a little more sinning than usual—just to be certain he wouldn’t receive the stigmata! In Fearing the Stigmata, twenty-something Matt Weber—a Harvard graduate, television producer, and certified rosary-bead carrier—employs his sharp wit, earnest candor, and gift for great storytelling to illustrate for young adult Catholics both the real challenges and the immense joys of publicly living out the Catholic faith. The fact that Weber has discovered a way to have a deep, ever-growing faith life that also manages to be culturally relevant will offer hope to many currently disengaged Catholics in the 18-to-35 age range. From smuggling ice-cream sundaes into cloistered convents to telling jokes to an outdoor statue of Mary at a busy intersection in Boston, Fearing the Stigmata amusingly but honestly explores the tension this layman experiences between wanting to be holy yet “fearing being made holey,” and wanting to be good yet not wanting the cost to be too high. Indeed, Weber attends Mass every Sunday morning; but the temptation is there, he admits, to sneak out early so he won’t miss kickoff!

A growing number of Jews identify themselves as secular or “somewhat secular.” Is this expansive definition of Jewishness a new phenomenon? What are its roots? What are its implications for the Jewish community, its institutions, and its future? In reflecting on secular forms of Jewishness, the contributors to this book explore the sources of Jewish secularism and its articulation in Jewish thought, belief, literature, and culture. Included in this book are several personal accounts of Jewish journeys, as well as analyses of the extent of the division between secular Jews and others in the Jewish community. In sum, Jewish Secularity: The Search for Roots and the Challenges of Relevant Meaning provides an overview of a profound development in the evolving history of Jewish life in America.

This revised and retitled edition of Searching Writing includes two additional I-Search papers, one by a teacher, and a new chapter entitled "The Larger Context," which shows how the I Search concept can work throughout the whole curriculum in school and college. As with the first edition, The I-Search Paper is more than just a textbook; it's a new form of instructional help -- a context book -- that shows students what authority is in matters of learning and invites them to join the author and teacher in the educational movement called "Writing to Learn." To put this book in the hands of all the students in the course is not only to help them carry out an I-Search but to introduce them in a delightful way to the resources and tools of intellectual inquiry -- but one that never forgets the emotional or physical side of human activity. This is a rare textbook that treats students as partners in learning. It shows what it is to take charge of one's own learning and suggests that this move is one that productive people keep making throughout their lives.

Examines the problem of excluding relevant evidence from trial. Reviews proposals to alter the remedy for unreasonable search & seizures under the 4th amendment & to revisit Congress' earlier attempt to ensure that voluntary confessions are brought before the jury. Witnesses: Akhil R. Amar, Yale Law School; William Gangi, St. John's U.; Paul J. Larkin, Jr., King & Spaulding; Judge Ralph Adam Fine, Wisc.; Joseph D. Grano, Wayne State U. Law School; Paul G. Cassell, U. of Utah College of Law; Michael McCann, DA, Milwaukee, WI; Carol S. Steiker, Harvard Law School; & Thomas Y. Davies, U. of Tenn. Coll. of Law.

Summary Solr in Action is a comprehensive guide to implementing scalable search using Apache Solr. This clearly written book walks you through well-documented examples ranging from basic keyword searching to scaling a system for billions of documents and queries. It will give you a deep understanding of how to implement core Solr capabilities. About the Book Whether you're handling big (or small) data, managing documents, or building a website, it is important to be able to quickly search through your content and discover meaning in it. Apache Solr is your tool: a ready-to-deploy, Lucene-based, open source, full-text search engine. Solr can scale across many servers to enable real-time queries and data analytics across billions of documents. Solr in Action teaches you to implement scalable search using Apache Solr. This easy-to-read guide balances conceptual discussions with practical examples to show you how to implement all of Solr's core capabilities. You'll master topics like text analysis, faceted search, hit highlighting, result grouping, query suggestions, multilingual search, advanced geospatial and data operations, and relevancy tuning. This book assumes basic knowledge of Java and standard database technology. No prior knowledge of Solr or Lucene is required. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. What's Inside How to scale Solr for big data Rich real-world examples Solr as a NoSQL data store Advanced multilingual, data, and relevancy tricks Coverage of versions through Solr 4.7 About the Authors Trey Grainger is a director of engineering at CareerBuilder. Timothy Potter is a senior member of the engineering team at LucidWorks. The authors work on the scalability and reliability of Solr, as well as on recommendation engine and big data analytics technologies. Table of Contents PART 1 MEET SOLR Introduction to Solr Getting to know Solr Key Solr concepts Configuring Solr Indexing Text analysis PART 2 CORE SOLR CAPABILITIES Performing queries and handling results Faceted search Hit highlighting Query suggestions Result grouping/field collapsing Taking Solr to production PART 3 TAKING SOLR TO THE NEXT LEVEL SolrCloud Multilingual search Complex query operations Mastering relevancy

The overwhelming majority of a software system’s lifespan is spent in use, not in design or implementation. So, why does conventional wisdom insist that software engineers focus primarily on the design and development of large-scale computing systems? In this collection of essays and articles, key members of Google’s Site Reliability Team explain how and why their commitment to the entire lifecycle has enabled the company to successfully build, deploy, monitor, and maintain some of the largest software systems in the world. You’ll learn the principles and practices that enable Google engineers to make systems more scalable, reliable, and efficient—lessons directly applicable to your organization. This book is divided into four sections: Introduction—Learn what site reliability engineering is and why it differs from conventional IT industry practices Principles—Examine the patterns, behaviors, and areas of concern that influence the work of a site reliability engineer (SRE) Practices—Understand the theory and practice of an SRE’s day-to-day work: building and operating large distributed computing systems Management—Explore Google's best practices for training, communication, and meetings that your organization can use

Healthcare providers, consumers, researchers and policy makers are inundated with unmanageable amounts of information, including evidence from healthcare research. It has become impossible for all to have the time and resources to find, appraise and interpret this evidence and incorporate it into healthcare decisions. Cochrane Reviews respond to this challenge by identifying, appraising and synthesizing research-based evidence and presenting it in a standardized format, published in The Cochrane Library (www.thecochranelibrary.com). The Cochrane Handbook for Systematic Reviews of Interventions contains methodological guidance for the preparation and maintenance of Cochrane intervention reviews. Written in a clear and accessible format, it is the essential manual for all those preparing, maintaining and reading Cochrane reviews. Many of the principles and methods described here are appropriate for systematic reviews applied to other types of research and to systematic reviews of interventions undertaken by others. It is hoped therefore that this book will be invaluable to all those who want to understand the role of systematic reviews, critically appraise published reviews or perform reviews themselves.