中国公众对巴以冲突的态度:文本挖掘分析

IF 7.6 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE
Xuefan Dong , Chen Wang , Ying Lian
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引用次数: 0

摘要

本文通过对微博帖子的文本挖掘分析,探讨微博如何在2023年10月的巴以冲突中成为中国舆论的象征空间。利用命名实体识别、情感分析、主题聚类和意见挖掘,该研究揭示了中国网民的关键主题、实体和情感反应。分析表明,中国网民表达了对人道主义问题的看法,呼吁和平,支持巴勒斯坦民族解放,要求准确的信息。情绪-观点交叉分析显示,他们的反应受到多种情绪的影响,包括对外部地缘政治力量的愤怒,对人道主义影响的恐惧和悲伤,以及对和平与解决的希望。这些情绪说明了人道主义关切、政治立场和对外交的支持之间复杂的相互作用,证明了微博作为放大公众情绪的平台的作用。该研究还考察了中国公众舆论与中国政府在国际事务中的立场是如何一致的。调查结果显示,政府的外交努力得到广泛支持,比如呼吁停火、人道主义援助和调解。这反映了对中国积极为世界和平与稳定作出贡献的期望。此外,该研究还揭示了对外部影响的批判性观点,许多网民批评国际反应中存在的偏见,并主张采取平衡的多边外交方式。总的来说,这项研究强调了如何在中国的社会政治背景下理解遥远的地缘政治危机,揭示了中国网民正在形成的全球意识。在微博的推动下,这种转变反映了一种从以国家为中心的叙事向公众积极参与全球问题的转变。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Public attitudes toward the Israeli-Palestinian conflict in China: A text mining analysis
This paper investigates how Weibo serves as a symbolic space for Chinese public opinion on the October 2023 Israeli-Palestinian conflict through a text mining analysis of Weibo posts. Using Named Entity Recognition, emotion analysis, topic clustering, and opinion mining, the study reveals key themes, entities, and emotional responses among Chinese netizens. The analysis shows that Chinese netizens express views on humanitarian concerns, calls for peace, support for Palestinian national liberation, and demands for accurate information. Emotion-opinion cross-analysis reveals that their responses are shaped by a mix of emotions, including anger towards external geopolitical forces, fear and sadness regarding humanitarian impacts, and hope for peace and resolution. These emotions illustrate the complex interplay between humanitarian concerns, political stances, and support for diplomacy, demonstrating Weibo’s role as a platform for amplifying public sentiment. The study also examines how Chinese public opinion aligns with the Chinese government’s stance on international affairs. Findings indicate broad support for the government’s diplomatic efforts, such as calls for ceasefire, humanitarian aid, and mediation. This alignment reflects an expectation for China to actively contribute to global peace and stability. Additionally, the study uncovers critical perspectives on external influences, with many netizens criticizing perceived biases in international responses and advocating for a balanced, multilateral diplomatic approach. Overall, this research highlights how a distant geopolitical crisis is understood in China’s socio-political context, revealing an emerging global consciousness among Chinese netizens. This shift, facilitated by Weibo, reflects a movement from a state-centric narrative to an active public engagement with global issues.
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来源期刊
Telematics and Informatics
Telematics and Informatics INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
17.00
自引率
4.70%
发文量
104
审稿时长
24 days
期刊介绍: Telematics and Informatics is an interdisciplinary journal that publishes cutting-edge theoretical and methodological research exploring the social, economic, geographic, political, and cultural impacts of digital technologies. It covers various application areas, such as smart cities, sensors, information fusion, digital society, IoT, cyber-physical technologies, privacy, knowledge management, distributed work, emergency response, mobile communications, health informatics, social media's psychosocial effects, ICT for sustainable development, blockchain, e-commerce, and e-government.
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