論文

査読有り
2017年10月31日

Measuring social change using text data: A simple distributional approach

Reconstruction of the Public Sphere in the Socially Mediated Age
  • Takashi Kamihigashi
  • ,
  • Kazuhiro Seki
  • ,
  • Masahiko Shibamoto

開始ページ
139
終了ページ
163
記述言語
英語
掲載種別
論文集(書籍)内論文
DOI
10.1007/978-981-10-6138-7_8
出版者・発行元
Springer Singapore

This paper proposes a simple approach to measuring social change using text data. The approach is based on the idea that any significant change in a society should affect the distribution of the words used in the society. Essentially we use the total variation distance between the distributions of words in adjacent months as a measure of social change during the lattermonth. Basedl on text data from the Nikkei Newspaper from 1989 to 2015, the largest social change observed in Japan during this period took place in March 2011, the month of the Great East Japan Earthquake.

リンク情報
DOI
https://doi.org/10.1007/978-981-10-6138-7_8
ID情報
  • DOI : 10.1007/978-981-10-6138-7_8
  • SCOPUS ID : 85042616483

エクスポート
BibTeX RIS