气候变化领域集成服务门户(CCPortal): Assessing the EU Climate and Energy Policy Priorities for Transport and Mobility through the Analysis of User-Generated Social Media Content Based on Text-Mining Techniques

CCPortal

DOI	10.3390/su16103932
	Assessing the EU Climate and Energy Policy Priorities for Transport and Mobility through the Analysis of User-Generated Social Media Content Based on Text-Mining Techniques
	Nikolaidou, Anastasia; Kopsacheilis, Aristomenis; Gavanas, Nikolaos; Politis, Ioannis
发表日期	2024
EISSN	2071-1050
起始页码	16
结束页码	10
卷号	16 期号:10
英文摘要	For over three decades, the European Union's (EU) transport policy has aimed at fostering environmental sustainability and energy efficiency. Since 2015, European policymakers have focused more on three key sustainable development goals: decarbonizing the transport system, promoting low-emission mobility solutions, and transitioning to renewable and alternative fuels. To effectively communicate priorities and engage stakeholders, EU policymakers regularly use social media platforms like Twitter (now known as X). This active discourse involves policymakers, industrial stakeholders, the media, and the public, offering insights into the role of transport policy in addressing climate change and energy transition challenges. The current research endeavors to track and analyze the evolution of user-generated content related to climate change, energy transition, and smart mobility on Twitter from 2011 to 2021. This research uses text-mining and social network analysis techniques to quantitatively and qualitatively assess the dynamics of relevant EU policies and their effects. The study's findings can be used to establish a robust monitoring and evaluation framework at the EU and national levels. This framework will assess the effectiveness of communicating strategic priorities for sustainable transport development. It also holds potential for application in other sectors, broadening its impact.
英文关键词	social media; climate change; energy transition; transport; mobility; data mining; topic modeling; social network analysis
语种	英语
WOS研究方向	Science & Technology - Other Topics ; Environmental Sciences & Ecology
WOS类目	Green & Sustainable Science & Technology ; Environmental Sciences ; Environmental Studies
WOS记录号	WOS:001231473900001
来源期刊	SUSTAINABILITY
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/309277
作者单位	Aristotle University of Thessaloniki; University of Thessaly
推荐引用方式 GB/T 7714	Nikolaidou, Anastasia,Kopsacheilis, Aristomenis,Gavanas, Nikolaos,et al. Assessing the EU Climate and Energy Policy Priorities for Transport and Mobility through the Analysis of User-Generated Social Media Content Based on Text-Mining Techniques[J],2024,16(10).
APA	Nikolaidou, Anastasia,Kopsacheilis, Aristomenis,Gavanas, Nikolaos,&Politis, Ioannis.(2024).Assessing the EU Climate and Energy Policy Priorities for Transport and Mobility through the Analysis of User-Generated Social Media Content Based on Text-Mining Techniques.SUSTAINABILITY,16(10).
MLA	Nikolaidou, Anastasia,et al."Assessing the EU Climate and Energy Policy Priorities for Transport and Mobility through the Analysis of User-Generated Social Media Content Based on Text-Mining Techniques".SUSTAINABILITY 16.10(2024).