Web Crawling and Data Mining with Apache Nutch

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Название:Web Crawling and Data Mining with Apache Nutch

Издательство: PACKT

Автор: Dr. Zakir Laliwala, Abdulbasit Shaikh

Год: 2013

Количество страниц: 136

Язык:English

Формат:pdf,epub

Размер:3,2 Mb

Perform web crawling and apply data mining in your application

Overview

Learn to run your application on single as well as multiple machines

Customize search in your application as per your requirements

Acquaint yourself with storing crawled webpages in a database and use them according to your needs

In Detail

Apache Nutch helps you to create your own search engine and customize it according to your needs. You can integrate Apache Nutch very easily with your existing application and get the maximum benefit from it. It can be easily integrated with different components like Apache Hadoop, Eclipse, and MySQL.

"Web Crawling and Data Mining with Apache Nutch" shows you all the necessary steps to help you in crawling webpages for your application and using them to make your application searching more efficient. You will create your own search engine and will be able to improve your application page rank in searching.

"Web Crawling and Data Mining with Apache Nutch" starts with the basics of crawling webpages for your application. You will learn to deploy Apache Solr on server containing data crawled by Apache Nutch and perform Sharding with Apache Nutch using Apache Solr.

You will integrate your application with databases such as MySQL, Hbase, and Accumulo, and also with Apache Solr, which is used as a searcher.

With this book, you will gain the necessary skills to create your own search engine. You will also perform link analysis and scoring that are helpful in improving the rank of your application page.

What you will learn from this book

Carry out web crawling for your application

Make your application searching efficient by integrating it with Apache Solr

Integrate your application with different databases for data storage purposes

Run your application in a cluster environment by integrating it with Apache Hadoop

Perform crawling operations with Eclipse, which is used as an IDE instead of the command line

Create your own plugin in Apache Nutch

Integrate Apache Solr with Apache Nutch, and deploy Apache Solr on Apache Tomcat

Apply Sharding on Apache Tomcat for getting good results from Apache Solr while searching

Approach

This book is a user-friendly guide that covers all the necessary steps and examples related to web crawling and data mining using Apache Nutch.

Who this book is written for

"Web Crawling and Data Mining with Apache Nutch" is aimed at data analysts, application developers, web mining engineers, and data scientists. It is a good start for those who want to learn how web crawling and data mining is applied in the current business world. It would be an added benefit for those who have some knowledge of web crawling and data mining.