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Media type:
E-Book
Title:
Machine Learning and Topic Analysis
:
The Position and Timing Changes of the CCP Media on the Russian-Ukrainian War (機器學習與主題分析：中共媒體對俄烏戰爭之立場與時序變化 (Machine Learning and Topic Analysis: The Position and Timing Changes of the CCP Media on the Russian-Ukrainian War)
Footnote:
Nach Informationen von SSRN wurde die ursprüngliche Fassung des Dokuments January 1, 2023 erstellt
Description:
Since the beginning of the Russian-Ukrainian War (February 2022), it has been a relatively large-scale global military operation today, and it is also the research focus of military researchers from various countries. In addition to the geopolitical relationship in Eastern Europe, this war also involves the strategic planning of the entire European, American, East Asian and other countries for the international system and international threats. Since the start of the war, Russia has been in a relatively unfavorable diplomatic situation, but how its long-term strategic partner, the China Communists Party (CCP), stands on the Russian-Ukrainian war and "whether the CCP will continue to maintain the same front as Russia" is the biggest factor in international politics today. The high-level thinking may be "extremely secret" and difficult to know, but whether it is possible to find clues of its strategic attitude from various corpora is the attempt of this research. Therefore, this study uses CCP media (official or unofficial) posts on the Weibo social platform as the basis, uses text-mining, machine learning topic-modeling to explore its position, and by observing its strategic position in a time-series, it is even possible to discover the CCP's strategic intentions in the Russian-Ukrainian war in the future