Read Apache Solr: A Practical Approach to Enterprise Search

Apache Solr: A Practical Approach to Enterprise Search

Dikshant Shahi

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Description:Build an enterprise search engine using Apache Solr: index and search documents; ingest data from varied sources; apply various text processing techniques; utilize different search capabilities; and customize Solr to retrieve the desired results. Apache Solr: A Practical Approach to Enterprise Search explains each essential concept--backed by practical and industry examples--to help you attain expert-level knowledge.The book, which assumes a basic knowledge of Java, starts with an introduction to Solr, followed by steps to setting it up, indexing your first set of documents, and searching them. It then introduces you to information retrieval and its implementation in Apache Solr; this will help you understand your search problem, decide the approach to build an effective solution, and use various metrics to evaluate the results.The book next covers the schema design and techniques to build a text analysis chain for cleansing, normalizing and enriching your documents and addressing different types of search queries. It describes various popular matching techniques which are generally applied to improve the precision and recall of searches.You will learn the end-to-end process of data ingestion from varied sources, metadata extraction, pre-processing and transformation of content, various search components, query parsers and other advanced search capabilities.After covering out-of-the-box features, Solr expert Dikshant Shahi dives into ways you can customize Solr for your business and its specific requirements, along with ways to plug in your own components. Most important, you will learn about implementations for Solr scoring, factors affecting the document score, and tuning the score for the application at hand. The book explains why textual scoring is not sufficient for practical ranking of documents and ways to integrate real-world factors for contributing to the document ranking.You'll see how to influence user experience by providing suggestions and recommendations. You'll also see integration of Solr with important related technologies such as OpenNLP and Tika. Additionally, you will learn about scaling Solr using SolrCloud.This book concludes with coverage of semantic search capabilities, which is crucial for taking the search experience to the next level. By the end of Apache Solr, you will be proficient in designing and developing your search engine. What you'll learnHow to develop a search engine using Solr How to implement information retrieval concepts How to master search engine internalsHow to build your search strategyHot to customize Solr for your unique search problemHow to make your search engine intelligent and self-learningWho this book is forProfessionals into data mining, data management, or Web development. Table of ContentsChapter 1: Introduction to Search Engines and SolrChapter 2: Solr Setup and AdministrationChapter 3: Understanding Information RetrievalChapter 4: Search Strategy and Schema DesignChapter 5: Indexing DataChapter 6: Searching SolrChapter 7: Advanced QueryingChapter 8: Customizing Document RankingChapter 9: Going Beyond Text MatchingChapter 10: SolrCloudChapter 11: Practical Search Examples"We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Apache Solr: A Practical Approach to Enterprise Search. To get started finding Apache Solr: A Practical Approach to Enterprise Search, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Description: Build an enterprise search engine using Apache Solr: index and search documents; ingest data from varied sources; apply various text processing techniques; utilize different search capabilities; and customize Solr to retrieve the desired results. Apache Solr: A Practical Approach to Enterprise Search explains each essential concept--backed by practical and industry examples--to help you attain expert-level knowledge.The book, which assumes a basic knowledge of Java, starts with an introduction to Solr, followed by steps to setting it up, indexing your first set of documents, and searching them. It then introduces you to information retrieval and its implementation in Apache Solr; this will help you understand your search problem, decide the approach to build an effective solution, and use various metrics to evaluate the results.The book next covers the schema design and techniques to build a text analysis chain for cleansing, normalizing and enriching your documents and addressing different types of search queries. It describes various popular matching techniques which are generally applied to improve the precision and recall of searches.You will learn the end-to-end process of data ingestion from varied sources, metadata extraction, pre-processing and transformation of content, various search components, query parsers and other advanced search capabilities.After covering out-of-the-box features, Solr expert Dikshant Shahi dives into ways you can customize Solr for your business and its specific requirements, along with ways to plug in your own components. Most important, you will learn about implementations for Solr scoring, factors affecting the document score, and tuning the score for the application at hand. The book explains why textual scoring is not sufficient for practical ranking of documents and ways to integrate real-world factors for contributing to the document ranking.You'll see how to influence user experience by providing suggestions and recommendations. You'll also see integration of Solr with important related technologies such as OpenNLP and Tika. Additionally, you will learn about scaling Solr using SolrCloud.This book concludes with coverage of semantic search capabilities, which is crucial for taking the search experience to the next level. By the end of Apache Solr, you will be proficient in designing and developing your search engine. What you'll learnHow to develop a search engine using Solr How to implement information retrieval concepts How to master search engine internalsHow to build your search strategyHot to customize Solr for your unique search problemHow to make your search engine intelligent and self-learningWho this book is forProfessionals into data mining, data management, or Web development. Table of ContentsChapter 1: Introduction to Search Engines and SolrChapter 2: Solr Setup and AdministrationChapter 3: Understanding Information RetrievalChapter 4: Search Strategy and Schema DesignChapter 5: Indexing DataChapter 6: Searching SolrChapter 7: Advanced QueryingChapter 8: Customizing Document RankingChapter 9: Going Beyond Text MatchingChapter 10: SolrCloudChapter 11: Practical Search Examples"We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Apache Solr: A Practical Approach to Enterprise Search. To get started finding Apache Solr: A Practical Approach to Enterprise Search, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Apache Solr: A Practical Approach to Enterprise Search

Apache Solr: A Practical Approach to Enterprise Search

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