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Relevant Search

Author: John Berryman

Publisher: Simon and Schuster

Published: 2016-06-19

Total Pages: 517

ISBN-13: 1638353611

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

Audience, Relevance, and Search

Author: James Mathewson

Publisher: Pearson Education

Published: 2010-04-26

Total Pages: 374

ISBN-13: 013704822X

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Real solutions to the Internet search challenges that Web marketers and content professionals struggle with every day! Take search optimization to the next level by providing the right content to the right user at the right time Up-to-the-minute guidance on "writing for Google" that reflects the latest changes to Google's algorithms New techniques for defining keywords more effectively Authored by IBM web pioneers with 45+ years of content and search optimization experience

Introduction to Information Retrieval

Author: Christopher D. Manning

Publisher: Cambridge University Press

Published: 2008-07-07

Total Pages:

ISBN-13: 1139472100

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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 Jury and the Search for Truth - The Case Against Excluding Relevant Evidence at Trial

Author: Orrin G. Hatch

Publisher: DIANE Publishing

Published: 1998-10

Total Pages: 326

ISBN-13: 0788172808

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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.

Algorithms of Oppression

Author: Safiya Umoja Noble

Publisher: NYU Press

Published: 2018-02-20

Total Pages: 245

ISBN-13: 1479837245

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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

The I-search Paper

Author: Ken Macrorie

Publisher: Boynton/Cook

Published: 1988

Total Pages: 386

ISBN-13:

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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.

Site Reliability Engineering

Author: Niall Richard Murphy

Publisher: "O'Reilly Media, Inc."

Published: 2016-03-23

Total Pages: 552

ISBN-13: 1491951176

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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

Academic Search Engines

Author: Jose Luis Ortega

Publisher: Elsevier

Published: 2014-10-02

Total Pages: 222

ISBN-13: 1780634722

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Academic Search Engines: intends to run through the current panorama of the academic search engines through a quantitative approach that analyses the reliability and consistence of these services. The objective is to describe the main characteristics of these engines, to highlight their advantages and drawbacks, and to discuss the implications of these new products in the future of scientific communication and their impact on the research measurement and evaluation. In short, Academic Search Engines presents a summary view of the new challenges that the Web set to the scientific activity through the most novel and innovative searching services available on the Web. This is the first approach to analyze search engines exclusively addressed to the research community in an integrative handbook. The novelty, expectation and usefulness of many of these services justify their analysis. This book is not merely a description of the web functionalities of these services; it is a scientific review of the most outstanding characteristics of each platform, discussing their significance to the scholarly communication and research evaluation. This book introduces an original methodology based on a quantitative analysis of the covered data through the extensive use of crawlers and harvesters which allow going in depth into how these engines are working. Beside of this, a detailed descriptive review of their functionalities and a critical discussion about their use for scientific community is displayed.

Solr in Action

Author: Timothy Potter

Publisher: Simon and Schuster

Published: 2014-03-25

Total Pages: 939

ISBN-13: 1638351236

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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

We’ve Been Doing It Your Way Long Enough

Author: Janice Baines

Publisher: Teachers College Press

Published: 2018

Total Pages:

ISBN-13: 0807775711

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Filled with day-to-day literacy practices, this book will help elementary school teachers understand their role in dismantling the imbalance of privilege in literacy education. Chapters take readers into classrooms where they will see, hear, and feel decolonizing and humanizing culturally relevant pedagogies as students learn literacy and a critical stance through musical literacies, oral histories, heritage lessons, and building a critical consciousness. The authors also share strategies to help teachers examine their own educational spaces, start the school year in culturally relevant ways, build reciprocal relationships with families and communities, and teach within standards and testing mandates while challenging unjust systems. Practices are brought to life through students, families, and community members who voice the realities of pedagogical privilege and oppression and urge educators to take action for change. “Teachers of every child must acknowledge that ‘we’ve been doing it your way long enough’—this is the brilliance of the book and the work that lies ahead for all who commit to choosing the culturally relevant classroom.” —Valerie Kinloch, dean, University of Pittsburgh School of Education “Captures the heart of culturally relevant teaching. It is impossible to read this book and return to the same old pedagogies and practices.” —Nathaniel Bryan, Miami University “This volume seamlessly embeds guidance for creating liberating pedagogical practices in order to transform schools for all students and teachers.” —Gloria Boutte, University of South Carolina