Handbook of Natural Language Processing, 2/e (Hardcover)
暫譯: 自然語言處理手冊(第二版,精裝本)

Nitin Indurkhya, Fred J. Damerau

  • 出版商: CRC
  • 出版日期: 2010-01-28
  • 售價: $4,275
  • 貴賓價: 9.5$4,061
  • 語言: 英文
  • 頁數: 702
  • 裝訂: Hardcover
  • ISBN: 1420085921
  • ISBN-13: 9781420085921
  • 相關分類: Text-miningData Science資訊科學
  • 立即出貨 (庫存=1)

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商品描述

The Handbook of Natural Language Processing, Second Edition presents practical tools and techniques for implementing natural language processing in computer systems. Along with removing outdated material, this edition updates every chapter and expands the content to include emerging areas, such as sentiment analysis.

New to the Second Edition

  • Greater prominence of statistical approaches
  • New applications section
  • Broader multilingual scope to include Asian and European languages, along with English
  • An actively maintained wiki (http://handbookofnlp.cse.unsw.edu.au) that provides online resources, supplementary information, and up-to-date developments

Divided into three sections, the book first surveys classical techniques, including both symbolic and empirical approaches. The second section focuses on statistical approaches in natural language processing. In the final section of the book, each chapter describes a particular class of application, from Chinese machine translation to information visualization to ontology construction to biomedical text mining. Fully updated with the latest developments in the field, this comprehensive, modern handbook emphasizes how to implement practical language processing tools in computational systems.

商品描述(中文翻譯)

《自然語言處理手冊(第二版)》提供了在計算機系統中實施自然語言處理的實用工具和技術。這一版除了刪除過時的內容外,還更新了每一章,並擴展了內容以涵蓋新興領域,例如情感分析。

第二版的新內容:
- 更加突顯統計方法
- 新增應用部分
- 更廣泛的多語言範疇,包括亞洲和歐洲語言,以及英語
- 一個持續維護的維基(http://handbookofnlp.cse.unsw.edu.au),提供在線資源、補充信息和最新發展

本書分為三個部分,首先調查了經典技術,包括符號方法和實證方法。第二部分專注於自然語言處理中的統計方法。在本書的最後一部分,每一章描述了一類特定的應用,從中文機器翻譯到信息可視化,再到本體構建和生物醫學文本挖掘。這本全面且現代的手冊充分更新了該領域的最新發展,強調如何在計算系統中實施實用的語言處理工具。