The Long-term Legacy of the Liberation of the Sudetenland by the Red and US Armies
Jakub Grossmann, Štěpán Jurajda
IDEA CERGE EI Studie,
No. 7,
2022
Abstract
Forced migration results in trauma to the millions of people displaced from their homes, but very little is known about the fate of those who avoided expulsion and became a minority in the new society. This analysis reveals how and to what degree the manner and extent of the post-war expulsion of the German population from the Sudetenland influenced the country’s long-term social development. (This publication is written in czech language.)
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Exploring Accounting Research Topic Evolution: An Unsupervised Machine Learning Approach
June Cao, Zhanzhong Gu, Iftekhar Hasan
Journal of International Accounting Research,
No. 3,
2023
Abstract
This study explores the evolution of accounting research by utilizing an unsupervised machine learning approach. We aim to identify the latent topics of accounting from the 1980s up to 2018, the dynamics and emerging topics of accounting research, and the economic reasons behind those changes. First, based on 23,220 articles from 46 accounting journals, we identify 55 topics using the latent Dirichlet allocation model. To illustrate the connection between topics, we use HistCite to generate a citation map along a timeline. The citation clusters demonstrate the “tribalism” phenomenon in accounting research. We then implement the dynamic topic model to reveal the dynamics of topics to show changes in accounting research. The emerging research trends are identified from the topic analytics. We further explore the economic reasons and in-depth insights into the topic evolution, indicating the economic development embeddedness nature of accounting research.
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