Modern information retrieval : the concepts and technology behind search
著者
書誌事項
Modern information retrieval : the concepts and technology behind search
Pearson, 2011
2nd ed
- : pbk
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注記
"Addison Wesley is an imprint of Pearson"
Includes bibliographical references and index
内容説明・目次
内容説明
This is a rigorous and complete textbook for a first course on information retrieval from the computer science perspective. It provides an up-to-date student oriented treatment of information retrieval including extensive coverage of new topics such as web retrieval, web crawling, open source search engines and user interfaces.
From parsing to indexing, clustering to classification, retrieval to ranking, and user feedback to retrieval evaluation, all of the most important concepts are carefully introduced and exemplified. The contents and structure of the book have been carefully designed by the two main authors, with individual contributions coming from leading international authorities in the field, including Yoelle Maarek, Senior Director of Yahoo! Research Israel; Dulce Ponceleon IBM Research; and Malcolm Slaney, Yahoo Research USA.
This completely reorganized, revised and enlarged second edition of Modern Information Retrieval contains many new chapters and double the number of pages and bibliographic references of the first edition, and a companion website www.mir2ed.org with teaching material. It will prove invaluable to students, professors, researchers, practitioners, and scholars of this fascinating field of information retrieval.
目次
Contents
Preface
Acknowledgements
1 Introduction
2 User Interfaces for Search by Marti Hearst
3 Modeling
4 Retrieval Evaluation
5 Relevance Feedback and Query Expansion
6 Documents: Languages & Properties with Gonzalo Navarro and Nivio Ziviani
7 Queries: Languages & Properties with Gonzalo Navarro
8 Text Classification with Marcos Goncalves
9 Indexing and Searching with Gonzalo Navarro
10 Parallel and Distributed IR with Eric Brown
11 Web Retrieval with Yoelle Maarek
12 Web Crawling with Carlos Castillo
13 Structured Text Retrieval with Mounia Lalmas
14 Multimedia Information Retrieval by Dulce Ponceleon and Malcolm Slaney
15 Enterprise Search by David Hawking
16 Library Systems by Edie Rasmussen
17 Digital Libraries by Marcos Goncalves
A Open Source Search Engines with Christian Middleton
B Biographies
Bibliography
Index
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