Introduction to Information Retrieval (Hardcover)

Christopher D. Manning, Prabhakar Raghavan, Hinrich Schütze

  • 出版商: Cambridge
  • 出版日期: 2008-07-07
  • 售價: $2,890
  • 貴賓價: 9.8$2,832
  • 語言: 英文
  • 頁數: 506
  • 裝訂: Hardcover
  • ISBN: 0521865719
  • ISBN-13: 9780521865715
  • 相關分類: Machine Learning
  • 相關翻譯: 信息檢索導論 (修訂版) (簡中版)
  • 立即出貨(限量) (庫存=1)

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商品描述

Class-tested and coherent, this groundbreaking new textbook teaches web-era information retrieval, including web search and the related areas of text classification and text clustering from basic concepts. Written from a computer science perspective by three leading experts in the field, it gives an up-to-date treatment of all aspects of the design and implementation of systems for gathering, indexing, and searching documents; methods for evaluating systems; and an introduction to the use of machine learning methods on text collections. All the important ideas are explained using examples and figures, making it perfect for introductory courses in information retrieval for advanced undergraduates and graduate students in computer science. Based on feedback from extensive classroom experience, the book has been carefully structured in order to make teaching more natural and effective. Although originally designed as the primary text for a graduate or advanced undergraduate course in information retrieval, the book will also create a buzz for researchers and professionals alike.

商品描述(中文翻譯)

這本開創性的新教科書經過班級測試並具有一致性,從基本概念開始教授網絡時代的資訊檢索,包括網絡搜索以及相關的文本分類和文本聚類。由三位領域內的領先專家從計算機科學的角度撰寫,它提供了關於收集、索引和搜索文件系統的設計和實施的所有方面的最新處理方法;評估系統的方法;以及對文本集合上機器學習方法的介紹。所有重要的概念都使用例子和圖片解釋,非常適合計算機科學高年級本科生和研究生的資訊檢索入門課程。根據廣泛的課堂經驗反饋,這本書經過精心結構化,以使教學更加自然和有效。雖然最初設計為研究生或高年級本科生資訊檢索課程的主要教材,但這本書也將引起研究人員和專業人士的關注。