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

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.

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!

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.

The exponential progress and accessibility of computing has vastly increased data flows and revolutionized the practice of science, engineering, and communication. Computing plays a critical role in advancing research across almost every scientific discipline. Computation for Humanity: Information Technology to Advance Society is a guide for the creation of services, products, and tools that facilitate, support, and enhance progress of humanity toward more sustainable life. This book: Provides a deep understanding of the practical applications of computation to solve human-machine problems Delivers insight into theoretical approaches in an accessible manner Provides a comprehensive overview of computational science and engineering applications in selected disciplines Crosses the boundaries between different domains and shows how they interrelate and complement one another Focuses on grand challenges and issues that matter for the future of humanity Shows different perspectives of computational thinking, understanding, and reasoning Provides a basis for scientific discoveries and enables adopting scientific theories and engineering practices from other disciplines Takes a step back to provide a human-related abstraction level that is not ultimately seen in pure technological elaborations/collections The editors provide a collection of numerous computation-related projects that form a foundation from which to cross-pollinate between different disciplines and further extensive collaboration. They present a clear and profound understanding of computing in today's world, and provide fundamental solutions to some of the most pertinent humanity-related problems.

This book constitutes the refereed proceedings of the 21st IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society, I3E 2022, which took place Newcastle-upon-Tyne, UK, in September 2022. The 37 papers presented in this volume were carefully reviewed and selected from 72 submissions. They were organized in topical sections as follows: Artificial intelligence; Data and Analytics; Careers and ICT; Digital Innovation and Transformation; Electronic Services; Health and Wellbeing; Pandemic; Privacy, Trust and Security.

Medicine Across Borders provides an interdisciplinary space to discuss the issue of substandard and falsified medical products. Scholars from social and medical sciences collaboratively contribute insight to improving safe medicine access. The circulation of medicines and medical products on the informal market is well-known. Stakeholders, including governmental agencies and biotechnic enterprises, invest much effort in designing and implementing macrolevel interventions to limit the spread of such products. Nevertheless, there is a lack of knowledge and understanding of how informal markets function in everyday medicine access and use. This applies to professionals within and beyond academia, state governments, as well as the general public. This book takes an international perspective, examining the issue of substandard and falsified medical products cross nationally. Falsified and poor-quality medicines are prevalent in low- and middle-income countries, but this book also includes research from high-income countries arguing that they too have vulnerabilities, and emphasising the need for vigilance even in well-resourced and well-regulated regimes. Medicine Across Borders: Exploration of Grey Zones provides an interdisciplinary space for a depth and diversity of material that spotlights some contemporary themes hindering access to essential medicines and driving the penetration of substandard and falsified medical products. The authors are drawn from a range of academic disciplines across the social and medical sciences presenting findings from data collected using an eclectic mix of methods and analysis. Surveys, ethnography, narrative case studies, statistical, and thematic analysis are all deployed.

A sourcebook of exercises, games, scenarios and role plays, this practical, user-friendly guide provides a complete and valuable resource for research methods tutors, teachers and lecturers. Developed to complement and enhance existing course materials, the 100 ready-to-use activities encourage innovative and engaging classroom practice in seven areas: finding and using sources of information planning a research project conducting research using and analyzing data disseminating results acting ethically developing deeper research skills. Each of the activities is divided into a section on tutor notes and student handouts. Tutor notes contain clear guidance about the purpose, level and type of activity, along with a range of discussion notes that signpost key issues and research insights. Important terms, related activities and further reading suggestions are also included. Not only does the A4 format make the student handouts easy to photocopy, they are also available to download and print directly from the book’s companion website for easy distribution in class.