Historical analysis using topic modelling: insights from Khevenhüller's diary 1742–76.

Research on the political dynamics of the Viennese court in the Habsburg Monarchy has emphasized the significance of trends among the court nobility, who influenced imperial decisions. Therefore, we explore the diary of Johann Joseph Khevenhüller-Metsch, a confidant of Maria Theresia. While his diar...

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Publicado en:Digital Scholarship in the Humanities Vol. 40; no. 2; pp. 651 - 668
Autores principales: Yamashita, Taisei, Uchida, Atsuhiko
Formato: Artículo
Publicado: Oxford University Press / USA Jun2025
Materias:
Acceso en línea:Ver este registro en EBSCOhost
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        atl: Historical analysis using topic modelling: insights from Khevenhüller's diary 1742–76.
      aug:
        au:
          Yamashita, Taisei
          Uchida, Atsuhiko
        affil:
          Institute of Austrian Historical Research, University of Vienna, Vienna, A-1010, Austria
          Japan Society for the Promotion of Science, Chiyoda-ku, 102-0083, Japan
          Graduate School of Humanities, Kobe University, Kobe City, 657-8501, Japan
          Graduate School of Human Development and Environment, Kobe University, Kobe City, 657-8501, Japan
      su:
        Austrian history
        Autobiography
        Nobility (Social class)
        Quantitative research
        Eighteenth century
      sug:
        subj:
          Austrian history
          Autobiography
          Nobility (Social class)
          Quantitative research
          Eighteenth century
      keyword:
        court politics
        egodocuments
        topic model
      ab: Research on the political dynamics of the Viennese court in the Habsburg Monarchy has emphasized the significance of trends among the court nobility, who influenced imperial decisions. Therefore, we explore the diary of Johann Joseph Khevenhüller-Metsch, a confidant of Maria Theresia. While his diary, written intermittently from 1742 to 1776, comprises a valuable resource, the sheer volume of information spanning 35 years and approximately 645,000 words has hindered a comprehensive examination. Employing a combination of quantitative topic modelling and historical close reading, we analysed Khevenhüller's diary to identify multiple themes and their evolution, elucidating historically significant topics that have been ignored in existing research. This study contributes to the ongoing debate surrounding the introduction of quantitative methods in historical research. Through the analysis of Khevenhüller's diary, we uncovered topics that constituted the core of discourse among the Habsburg nobility during the 18th century.
      pubtype: Academic Journal
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    language: English
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