Multilingual Text Analysis: Challenges, Models, and Approaches
暫譯: 多語言文本分析:挑戰、模型與方法

Vanetik, Natalia, Litvak, Marina

  • 出版商: World Scientific Pub
  • 出版日期: 2019-03-05
  • 售價: $6,360
  • 貴賓價: 9.5$6,042
  • 語言: 英文
  • 頁數: 500
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 9813274875
  • ISBN-13: 9789813274877
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

d104 analytics (TA) covers a very wide research area. Its overarching goal is to discover and present knowledge -- facts, rules, and relationships -- that is otherwise hidden in the textual content. The authors of this book guide us in a quest to attain this knowledge automatically, by applying various machine learning techniques.This book describes recent development in multilingual text analysis. It covers several specific examples of practical TA applications, including their problem statements, theoretical background, and implementation of the proposed solution. The reader can see which preprocessing techniques and text representation models were used, how the evaluation process was designed and implemented, and how these approaches can be adapted to multilingual domains.

商品描述(中文翻譯)

d104 分析 (TA) 涵蓋了非常廣泛的研究領域。其主要目標是發現並呈現知識——事實、規則和關係——這些知識在文本內容中是隱藏的。本書的作者引導我們自動獲取這些知識,透過應用各種機器學習技術。本書描述了多語言文本分析的最新發展,涵蓋了幾個實際 TA 應用的具體例子,包括它們的問題陳述、理論背景以及所提出解決方案的實施。讀者可以看到使用了哪些預處理技術和文本表示模型,評估過程是如何設計和實施的,以及這些方法如何適應多語言領域。