Unveiling the Political Agenda of the European Parliament Plenary: A Topical Analysis

Derek Greene, J. Cross
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引用次数: 37

Abstract

This study analyzes political interactions in the European Parliament (EP) by considering how the political agenda of the plenary sessions has evolved over time and the manner in which Members of the European Parliament (MEPs) have reacted to external and internal stimuli when making Parliamentary speeches. It does so by considering the context in which speeches are made, and the content of those speeches. To detect latent themes in legislative speeches over time, speech content is analyzed using a new dynamic topic modeling method, based on two layers of matrix factorization. This method is applied to a new corpus of all English language legislative speeches in the EP plenary from the period 1999-2014. Our findings suggest that the political agenda of the EP has evolved significantly over time, is impacted upon by the committee structure of the Parliament, and reacts to exogenous events such as EU Treaty referenda and the emergence of the Euro-crisis have a significant impact on what is being discussed in Parliament.
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揭示欧洲议会全体会议的政治议程:专题分析
本研究通过考虑全体会议的政治议程如何随着时间的推移而演变,以及欧洲议会议员在发表议会演讲时对外部和内部刺激的反应方式,分析了欧洲议会(EP)中的政治互动。委员会是通过考虑发言的背景和这些发言的内容来做到这一点的。为了检测立法演讲中随时间变化的潜在主题,使用一种基于两层矩阵分解的动态主题建模方法对演讲内容进行分析。该方法应用于1999年至2014年期间欧洲议会全体会议中所有英语立法演讲的新语料库。我们的研究结果表明,随着时间的推移,欧洲议会的政治议程发生了重大变化,受到议会委员会结构的影响,并对欧盟条约公投和欧元危机的出现等外生事件做出反应,对议会正在讨论的内容产生重大影响。
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