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Advanced Applications of Natural Language Processing for Performing Information Extraction (SpringerBriefs in Electrical and Computer Engineering)
暫譯: 自然語言處理的進階應用:資訊擷取技術 (SpringerBriefs in Electrical and Computer Engineering)

Mário Rodrigues

  • 出版商: Springer
  • 出版日期: 2015-05-27
  • 售價: $2,140
  • 貴賓價: 9.5$2,033
  • 語言: 英文
  • 頁數: 84
  • 裝訂: Paperback
  • ISBN: 3319155628
  • ISBN-13: 9783319155623
  • 海外代購書籍(需單獨結帳)

商品描述

This book explains how can be created information extraction (IE) applications that are able to tap the vast amount of relevant information available in natural language sources: Internet pages, official documents such as laws and regulations, books and newspapers, and social web. Readers are introduced to the problem of IE and its current challenges and limitations, supported with examples. The book discusses the need to fill the gap between documents, data, and people, and provides a broad overview of the technology supporting IE. The authors present a generic architecture for developing systems that are able to learn how to extract relevant information from natural language documents, and illustrate how to implement working systems using state-of-the-art and freely available software tools. The book also discusses concrete applications illustrating IE uses.

 

·         Provides an overview of state-of-the-art technology in information extraction (IE), discussing achievements and limitations for the software developer and providing references for specialized literature in the area

·         Presents a comprehensive list of freely available, high quality software for several subtasks of IE and for several natural languages

·         Describes a generic architecture that can learn how to extract information for a given application domain

商品描述(中文翻譯)

這本書解釋了如何創建能夠從自然語言來源中提取大量相關信息的信息提取(IE)應用程式,包括互聯網頁面、法律法規等官方文件、書籍和報紙,以及社交網路。讀者將了解IE的問題及其當前挑戰和限制,並附有範例。本書討論了填補文件、數據和人之間的鴻溝的必要性,並提供了支持IE的技術的廣泛概述。作者提出了一個通用架構,用於開發能夠學習如何從自然語言文件中提取相關信息的系統,並說明如何使用最先進且免費的軟體工具來實現可運作的系統。本書還討論了具體應用,說明了IE的用途。

· 提供信息提取(IE)最先進技術的概述,討論軟體開發者的成就和限制,並提供該領域專業文獻的參考資料
· 提供一個全面的免費高品質軟體清單,涵蓋IE的多個子任務和多種自然語言
· 描述一個通用架構,能夠學習如何為特定應用領域提取信息