Information Retrieval: Implementing and Evaluating Search Engines (Hardcover)
暫譯: 資訊檢索:搜尋引擎的實作與評估 (精裝版)

Stefan Büttcher, Charles L. A. Clarke, Gordon V. Cormack

  • 出版商: MIT
  • 出版日期: 2010-07-23
  • 售價: $2,820
  • 貴賓價: 9.5$2,679
  • 語言: 英文
  • 頁數: 632
  • 裝訂: Hardcover
  • ISBN: 0262026511
  • ISBN-13: 9780262026512
  • 海外代購書籍(需單獨結帳)

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商品描述

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.

商品描述(中文翻譯)

資訊檢索是現代搜尋引擎的基礎。本書提供了現代搜尋技術的核心主題介紹,包括演算法、資料結構、索引、檢索和評估。重點在於實作和實驗;每一章都包含練習題和學生專案的建議。Wumpus——一個由其中一位作者開發的多使用者開源資訊檢索系統,並可在線上獲得——提供了模型實作和學生工作的基礎。本書的模組化結構使得教師可以在各種研究生課程中使用,包括從資料庫系統的角度教授的課程、專注於資訊檢索理論的傳統資訊檢索課程,以及涵蓋網路檢索基礎的課程。

在介紹資訊檢索的基本概念後,本書涵蓋了三個主要主題領域——索引、檢索和評估——以自成一體的部分呈現。書的最後一部分基於前面部分的一般材料,並擴展到特定應用,如平行搜尋引擎、網路搜尋和XML檢索。每章結尾的參考文獻指向進一步閱讀的資料;練習題範圍從紙筆問題到實質的程式設計專案。除了在課堂上的使用外,《資訊檢索》也將成為計算機科學、計算機工程和軟體工程專業人士的寶貴參考資料。