Introduction to Information Retrieval (Hardcover)
暫譯: 資訊檢索導論 (精裝版)
Christopher D. Manning, Prabhakar Raghavan, Hinrich Schütze
- 出版商: Cambridge
- 出版日期: 2008-07-07
- 售價: $2,710
- 貴賓價: 9.8 折 $2,656
- 語言: 英文
- 頁數: 506
- 裝訂: Hardcover
- ISBN: 0521865719
- ISBN-13: 9780521865715
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相關分類:
Machine Learning
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相關翻譯:
信息檢索導論 (修訂版) (簡中版)
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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)
這本經過課堂測試且結構一致的開創性新教科書教授網路時代的信息檢索,包括網路搜尋以及文本分類和文本聚類的相關領域,從基本概念開始。由三位該領域的領先專家從計算機科學的角度撰寫,提供了有關收集、索引和搜尋文件的系統設計與實施的所有方面的最新處理;系統評估方法;以及機器學習方法在文本集合中的應用介紹。所有重要的概念都通過示例和圖形進行解釋,使其非常適合計算機科學的高年級本科生和研究生的信息檢索入門課程。根據廣泛的課堂經驗反饋,這本書經過精心結構設計,以使教學更加自然和有效。雖然最初設計為信息檢索研究生或高年級本科課程的主要教材,但這本書也將引起研究人員和專業人士的廣泛關注。