Textual Data Science with R
暫譯: 使用 R 進行文本數據科學

Becue-Bertaut, Monica

  • 出版商: CRC
  • 出版日期: 2019-03-01
  • 售價: $5,230
  • 貴賓價: 9.5$4,969
  • 語言: 英文
  • 頁數: 204
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1138626910
  • ISBN-13: 9781138626911
  • 相關分類: Data Science
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Textual Statistics with R comprehensively covers the main multidimensional methods in textual statistics supported by a specially-written package in R. Methods discussed include correspondence analysis, clustering, and multiple factor analysis for contigency tables. Each method is illuminated by applications. The book is aimed at researchers and students in statistics, social sciences, hiistory, literature and linguistics. The book will be of interest to anyone from practitioners needing to extract information from texts to students in the field of massive data, where the ability to process textual data is becoming essential.

商品描述(中文翻譯)

《使用 R 進行文本統計》全面涵蓋了文本統計中主要的多維方法,這些方法由一個專門編寫的 R 套件支持。討論的方法包括對應分析、聚類分析和針對列聯表的多重因子分析。每種方法都通過應用案例進行說明。本書的目標讀者是統計學、社會科學、歷史、文學和語言學的研究人員和學生。本書對於需要從文本中提取信息的實務工作者以及在大數據領域的學生都具有吸引力,因為處理文本數據的能力正變得越來越重要。

作者簡介

 

Mónica Bécue-Bertaut is an elected fellow of the International Statistical Institute and was named Chevalier des Palmes Académiques by the French Government. She taught statistics and data science at the Universitat Politènica de Catalunya and offered numerous guest lectures on textual data science in different countries. Dr. Bécue-Bertaut published several books (in French or Spanish) and work chapters (in English) on this last topic. She also participated in the design of software related to textual data science, such as SPAD.T and Xplortext; being this latter an R package.

作者簡介(中文翻譯)

莫妮卡·貝克-貝爾托是國際統計學會的當選會員,並被法國政府授予學術榮譽騎士。她曾在加泰羅尼亞理工大學教授統計學和數據科學,並在不同國家提供了多場有關文本數據科學的客座講座。貝克-貝爾托博士在這一主題上出版了幾本書籍(法文或西班牙文)和多篇工作章節(英文)。她還參與了與文本數據科學相關的軟體設計,如SPAD.T和Xplortext;後者是一個R套件。