Jump to content

Featured Replies

Posted
Information Retrieval

Information Retrieval

Algorithms and Heuristics

by David A. Grossman, Ophir Frieder

Publisher Springer Science & Business Media
Published Date 2012-11-12
Page Count 332
Categories Computers / Artificial Intelligence / General, Computers / Computer Science, Computers / System Administration / Storage & Retrieval, Computers / Information Technology, Computers / Speech & Audio Processing, Computers / Data Science / Data Analytics, Computers / Artificial Intelligence / Natural Language Processing
Language EN
Average Rating N/A (based on N/A ratings)
Maturity Rating No Mature Content Detected
ISBN 1402030053
Book Cover

Interested in how an efficient search engine works? Want to know what algorithms are used to rank resulting documents in response to user requests? The authors answer these and other key information retrieval design and implementation questions.

This book is not yet another high level text. Instead, algorithms are thoroughly described, making this book ideally suited for both computer science students and practitioners who work on search-related applications. As stated in the foreword, this book provides a current, broad, and detailed overview of the field and is the only one that does so. Examples are used throughout to illustrate the algorithms.

The authors explain how a query is ranked against a document collection using either a single or a combination of retrieval strategies, and how an assortment of utilities are integrated into the query processing scheme to improve these rankings. Methods for building and compressing text indexes, querying and retrieving documents in multiple languages, and using parallel or distributed processing to expedite the search are likewise described.

This edition is a major expansion of the one published in 1998. Besides updating the entire book with current techniques, it includes new sections on language models, cross-language information retrieval, peer-to-peer processing, XML search, mediators, and duplicate document detection.

More Information
  • Views 29
  • Created
  • Last Reply

Join the conversation

You can post now and register later. If you have an account, sign in now to post with your account.

Guest
Reply to this topic...

Important Information

Terms of Use Privacy Policy Guidelines We have placed cookies on your device to help make this website better. You can adjust your cookie settings, otherwise we'll assume you're okay to continue.