Information Retrieval: Implementing and Evaluating Search Engines

Information Retrieval: Implementing and Evaluating Search Engines

by Charles L. A. Clarke, Gordon V. Cormack, Stefan Buettcher

The MIT Press | July 23, 2010 | Hardcover

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Information retrieval is the foundation for modern search engines. This text offers an introduction to the core topics underlying modern search technologies, including algorithms, data structures, indexing, retrieval, and evaluation. The emphasis is on implementation and experimentation; each chapter includes exercises and suggestions for student projects. Wumpus--a multiuser open-source information-retrieval system developed by one of the authors and available online--provides model implementations and a basis for student work. The modular structure of the book allows instructors to use it in a variety of graduate-level courses, including courses taught from a database systems perspective, traditional information retrieval courses with a focus on IR theory, and courses covering the basics of Web retrieval. After an introduction to the basics of information retrieval, the text covers three major topic areas--indexing, retrieval, and evaluation--in self-contained parts. The final part of the book draws on and extends the general material in the earlier parts, treating such specific applications as parallel search engines, Web search, and XML retrieval. End-of-chapter references point to further reading; exercises range from pencil and paper problems to substantial programming projects. In addition to its classroom use, Information Retrieval will be a valuable reference for professionals in computer science, computer engineering, and software engineering.

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Information Retrieval: Implementing and Evaluating Search Engines

Information Retrieval: Implementing and Evaluating Search Engines

by Charles L. A. Clarke, Gordon V. Cormack, Stefan Buettcher

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From the Publisher

Information retrieval is the foundation for modern search engines. This text offers an introduction to the core topics underlying modern search technologies, including algorithms, data structures, indexing, retrieval, and evaluation. The emphasis is on implementation and experimentation; each chapter includes exercises and suggestions for student projects. Wumpus--a multiuser open-source information-retrieval system developed by one of the authors and available online--provides model implementations and a basis for student work. The modular structure of the book allows instructors to use it in a variety of graduate-level courses, including courses taught from a database systems perspective, traditional information retrieval courses with a focus on IR theory, and courses covering the basics of Web retrieval. After an introduction to the basics of information retrieval, the text covers three major topic areas--indexing, retrieval, and evaluation--in self-contained parts. The final part of the book draws on and extends the general material in the earlier parts, treating such specific applications as parallel search engines, Web search, and XML retrieval. End-of-chapter references point to further reading; exercises range from pencil and paper problems to substantial programming projects. In addition to its classroom use, Information Retrieval will be a valuable reference for professionals in computer science, computer engineering, and software engineering.

About the Author

Charles L. A. Clarke is Professor of Computer Science at the University of Waterloo''s David R. Cheriton School of Computer Science.

Gordon V. Cormack is Professor of Computer Science at the University of Waterloo''s David R. Cheriton School of Computer Science.

About the Book

An introduction to information retrieval, the foundation for modern search engines, that emphasizes implementation and experimentation.

Format: Hardcover

Published: July 23, 2010

Publisher: The MIT Press

Language: English

The following ISBNs are associated with this title:

ISBN - 10: 0262026511

ISBN - 13: 9780262026512

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