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Information Retrieval David A. Grossman

Information Retrieval By David A. Grossman

Information Retrieval by David A. Grossman


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Summary

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.

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Information Retrieval Summary

Information Retrieval: Algorithms and Heuristics by David A. Grossman

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.

Table of Contents

List of Figures. Preface. Acknowledgements 1. Introduction 2. Retrieval Strategies 3. Retrieval Utilities 4. Cross-Language Information Retrieval 5. Efficiency 6. Integrating Structured Data and text 7. Parallel Information retrieval 8. Distributed Information retrieval 9. Summary and Future Directions References. Index.

Additional information

CIN1402030045VG
9781402030048
1402030045
Information Retrieval: Algorithms and Heuristics by David A. Grossman
Used - Very Good
Paperback
Springer-Verlag New York Inc.
2004-10-21
332
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in very good condition, but if you are not entirely satisfied please get in touch with us

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