Cluster analysis of word frequency dynamics

Maslennikova, Yulia; Bochkarev, Vladimir V.; Belashova, Inna A

doi:10.1088/1742-6596/574/1/012120

Cited by 4 publications

(1 citation statement)

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“…This asymmetry is not easy to explain in relation to previous research, as not enough research has been dedicated to the decrease in frequency of linguistic items. However, similar effects have been recently noted by Maslennikova et al (2015), who found that 'the phase of decrease in the frequency is longer than the phase of increase in the frequency' for 500 billion words of the Google N-gram database. Similar asymmetry has been observed by Krawczyk et al (2014) studying the dynamics of baby names adoption in the US, who noted that 'the popularity [of names] increases more quickly than it decreases' (Krawczyk et al 2014: 387).…”

Section: Discussionsupporting

confidence: 81%

The application of growth curve modeling for the analysis of diachronic corpora

et al. 2017

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This paper introduces growth curve modeling for the analysis of language change in corpus linguistics. In addition to describing growth curve modeling, which is a regression-based method for studying the dynamics of a set of variables measured over time, we demonstrate the technique through an analysis of the relative frequencies of words that are increasing or decreasing over time in a multi-billion word diachronic corpus of Twitter. This analysis finds that increasing words tend to follow a trajectory similar to the s-curve of language change, whereas decreasing words tend to follow a decelerated trajectory, thereby showing how growth curve modeling can be used to uncover and describe underlying patterns of language change in diachronic corpora.

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Section: Discussionsupporting

confidence: 81%

The application of growth curve modeling for the analysis of diachronic corpora

et al. 2017

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Language of Power: Frequency Dynamics and Semantic Transformations of the Title "Emperor" in Russian

Galeev

Bochkarev

Мартынова

2019

2019 12th International Conference on Developments in eSystems Engineering (DeSE)

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Physical-medical integration policies and health equity promotion in China: a text analysis based on policy instruments

Zhao,

Yang,

Qian

et al. 2024

Int J Equity Health

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Background In China, although policies promoting physical-medical integration have received widespread national attention, the existence and manifestation of health equity promotion within these policies still require further exploration. Methods This study used text analysis to examine 62 policy documents on physical-medical integration issued by various Chinese governmental departments from June 2016 to June 2023, utilizing KH Coder software for qualitative analysis. Results The analysis revealed a strong emphasis on public health, promoting health management and disease prevention across all age groups. The policies aimed to ensure the equitable distribution of health care resources, particularly those benefiting rural and underserved populations, and they underscored the importance of collaboration among the government, sports, and health care sectors to foster sports-health integration. Conclusion The integration of sports and health policy is a key initiative to address chronic diseases in China, as it aligns closely with health equity principles. Achieving these goals requires ongoing improvements in implementation and monitoring, with a focus on the diverse needs of various populations.

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Cluster analysis of word frequency dynamics

Cited by 4 publications

References 5 publications

The application of growth curve modeling for the analysis of diachronic corpora

The application of growth curve modeling for the analysis of diachronic corpora

Language of Power: Frequency Dynamics and Semantic Transformations of the Title "Emperor" in Russian

Physical-medical integration policies and health equity promotion in China: a text analysis based on policy instruments

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