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深度學「習」:以自然語言處理方法研究 「習近平重要講話」意識形態與時序變化趨勢
Deep Learning “Xi”: Using Natural Language Processing Important Ideology Model and Timeseries Trends in “Xi Jinping’s Speech”
邵軒磊 (Hsuan-lei Shao)
63卷3期(2024/09/01)

「習近平之發言作為」成為觀察中共政治情勢的核心指標,其個人思想也成為中共政治的重要動力。本研究試圖回答:「習近平意識形態體系特徵與其思想時序變化」,特別是與毛主義的關係。本研究之方法為「計算政治學/計算中國研究」,使用計算機為核心來探索人力難以發現的部分。具體而言,蒐集「習近平系列重要講話資料庫」中之講話文本,作為分析語料。使用程式技術如文字探勘(text mining)、自然語言處理(natural language processing)與深度學習(deep learning)演算法..

Xi Jinping’s activities have become the core focus of the CCP’s political landscape, and his ideology has emerged as a significant driving force in Chinese politics. This study aims to answer the question: “What are the characteristics of Xi Jinping’s ideological system and its chronological evolution?” particularly in relation to Maoism. The methodology of this research is rooted in “computational politics/computational Chinese studies,” utilizing computational methods to explore aspects that are d..

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