Using the Google Books Ngram Corpus to Study Social Evolution

被引:2
作者
Solovyev, Valery [1 ]
机构
[1] Kazan Fed Univ, Kazan, Russia
来源
SOCIAL EVOLUTION & HISTORY | 2024年 / 23卷 / 02期
基金
俄罗斯科学基金会;
关键词
social evolution; language changes; digital humanities; corpora; Google Books Ngram; PRONOUN USE; CULTURAL COMPLEXITY; INDIVIDUALISM; TIME; PSYCHOLOGY; BRITISH; TEXTS; AGE;
D O I
10.30884/seh/2024.02.06
中图分类号
D58 [社会生活与社会问题]; C913 [社会生活与社会问题];
学科分类号
摘要
This article briefly summarizes primary publications that use Google Books Ngram (GBN) to study societal change. GBN is the most extensive tagged diachronic corpus available. Trends in societal evolution can be studied using year-by-year word frequency statistics. The development of individualism, changes in emotions and happiness, social psychology, and some other topics are among those examined in this article as research areas that have attracted the most interest. This paper discusses the specific findings and the research methodology, particularly its limitations. There are some examples of how GBN can be used to test existing scientific theories. New, unexpected, and scientifically significant findings are possible with GBN that would not be possible with other approaches.
引用
收藏
页码:144 / 164
页数:21
相关论文
共 74 条
  • [1] The self-control vs. self-indulgence dilemma: A culturomic analysis of 20th century trends
    Acerbi, Alberto
    Sacco, Pier Luigi
    [J]. JOURNAL OF BEHAVIORAL AND EXPERIMENTAL ECONOMICS, 2022, 101
  • [2] Aiden E., 2016, Uncharted: Big Data as a Lens on Human Culture
  • [3] Discerning Cultural Shifts in China? Commentary on Hamamura et al. (2021)
    Bao, Han-Wu-Shuang
    Cai, Huajian
    Huang, Zihang
    [J]. AMERICAN PSYCHOLOGIST, 2022, 77 (06) : 786 - 788
  • [4] What and how can a linguist get from digitized texts?
    Belikov, V. I.
    [J]. SIBIRSKII FILOLOGICHESKII ZHURNAL, 2016, (03): : 17 - 34
  • [5] The third age of political communication: Influences and features
    Blumler, JG
    Kavanagh, D
    [J]. POLITICAL COMMUNICATION, 1999, 16 (03) : 209 - 230
  • [6] Universals versus historical contingencies in lexical evolution
    Bochkarev, V.
    Solovyev, V.
    Wichmann, S.
    [J]. JOURNAL OF THE ROYAL SOCIETY INTERFACE, 2014, 11 (101)
  • [7] Bochkarev VV, 2015, SOC EVOL HIST, V14, P153
  • [8] Cultural evolution of emotional expression in 50 years of song lyrics
    Brand, Charlotte O.
    Acerbi, Alberto
    Mesoudi, Alex
    [J]. EVOLUTIONARY HUMAN SCIENCES, 2019, 1
  • [9] Historical representations of social groups across 200 years of word embeddings from Google Books
    Charlesworth, Tessa E. S.
    Caliskan, Aylin
    Banaji, Mahzarin R.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2022, 119 (28)
  • [10] International visibility as determinants of foreign direct investment: An empirical study of Chinese Provinces
    Chen, Yunsong
    Yan, Fei
    [J]. SOCIAL SCIENCE RESEARCH, 2018, 76 : 23 - 39