Text Analysis with R for Students of Literature (Quantitative Methods in the Humanities and Social Sciences)
暫譯: 文學學生的 R 語言文本分析(人文與社會科學的定量方法)
Matthew L. Jockers
商品描述
Text Analysis with R for Students of Literature is written with students and scholars of literature in mind but will be applicable to other humanists and social scientists wishing to extend their methodological tool kit to include quantitative and computational approaches to the study of text. Computation provides access to information in text that we simply cannot gather using traditional qualitative methods of close reading and human synthesis. Text Analysis with R for Students of Literature provides a practical introduction to computational text analysis using the open source programming language R. R is extremely popular throughout the sciences and because of its accessibility, R is now used increasingly in other research areas. Readers begin working with text right away and each chapter works through a new technique or process such that readers gain a broad exposure to core R procedures and a basic understanding of the possibilities of computational text analysis at both the micro and macro scale. Each chapter builds on the previous as readers move from small scale “microanalysis” of single texts to large scale “macroanalysis” of text corpora, and each chapter concludes with a set of practice exercises that reinforce and expand upon the chapter lessons. The book’s focus is on making the technical palatable and making the technical useful and immediately gratifying.
商品描述(中文翻譯)
《使用 R 進行文本分析:文學學生的指南》是為文學學生和學者而寫,但也適用於希望將其方法工具包擴展到包括定量和計算方法的其他人文學科和社會科學研究者。計算提供了對文本中信息的訪問,這是我們無法僅通過傳統的質性方法如細讀和人類綜合來獲取的。《使用 R 進行文本分析:文學學生的指南》提供了一個實用的計算文本分析入門,使用開源編程語言 R。R 在科學界中非常受歡迎,因為其可及性,R 現在在其他研究領域中也越來越多地被使用。讀者立即開始處理文本,每一章都介紹一種新的技術或過程,使讀者能夠廣泛接觸到核心 R 程序,並對計算文本分析在微觀和宏觀層面上的可能性有基本的理解。每一章都在前一章的基礎上構建,讀者從單一文本的小規模“微觀分析”逐步過渡到文本語料庫的大規模“宏觀分析”,每一章結尾都有一組練習題,以加強和擴展章節的學習內容。本書的重點是使技術易於理解,並使技術變得有用且能立即帶來滿足感。