An Online Chinese Rumor Prevention Approach based on Knowledge Graph DOI

Guanqun Xi,

Ting Wang, Leran Wang

и другие.

Опубликована: Июль 7, 2023

Rumor prevention is a widespread problem in the world today. Most approaches on rumor detection are passive after occurrence, while few active methods. The control usually consumes more manpower, time and resources, which increases cost of social management. This study employs big data methods provides an method based knowledge graph called KGRP Algorithm. approach firstly collects large amount online data, constructs text analysis. Secondly correlations among rumors set up according to graph, warning index generated correlations. Experimental simulation results illustrate that this has high accuracy for warning. can provide convenience control.

Язык: Английский

Sentiment-topic dynamic collaborative analysis-based public opinion mapping in aviation disaster management: A case study of the MU5735 air crash DOI

Jingqi Dai,

Ye Zhao,

Zongmin Li

и другие.

International Journal of Disaster Risk Reduction, Год журнала: 2024, Номер 102, С. 104268 - 104268

Опубликована: Янв. 11, 2024

Язык: Английский

Процитировано

6

How can the collaborative participation of regulators, whistleblowers, and parties effectively promote rumor management in public health emergencies? DOI Creative Commons
Yalin Wang,

Liping Qi,

Shaoshuo Cai

и другие.

Frontiers in Public Health, Год журнала: 2024, Номер 11

Опубликована: Янв. 8, 2024

To effectively address the mental health risks associated with public emergencies, it is crucial to actively manage rumors. This study explores dynamic evolutionary process of rumor diffusion and its collaborative governance in emergencies. A game-theoretic model constructed, involving three main actors: regulators, parties involved emergencies (PIPHE), whistle-blowers. The behaviors game outcomes each party are analyzed, effectiveness feasibility validated through numerical simulations. findings this reveal that various factors, such as regulatory costs, penalty income, reputation damage for regulators; image loss, enhancement, expenditure PIPHE; time social responsibility, reward income whistle-blowers, all influence behavioral choices equilibrium party. Optimization strategies proposed study, including enhancing sense responsibility capability among increasing transparency credibility PIPHE, encouraging protecting participation provides a comprehensive analytical framework contributing improving maintaining online orders sustainability.

Язык: Английский

Процитировано

2

Have we found a solution for health misinformation? a ten-year systematic review of health misinformation literature 2013–2022 DOI Creative Commons
Shiyi Zhang, Huiyu Zhou, Yimei Zhu

и другие.

International Journal of Medical Informatics, Год журнала: 2024, Номер 188, С. 105478 - 105478

Опубликована: Май 10, 2024

Health misinformation (HM) has emerged as a prominent social issue in recent years, driven by declining public trust, popularisation of digital media platforms and escalating health crisis. Since the Covid-19 pandemic, HM raised critical concerns due to its significant impacts on both individuals society whole. A comprehensive understanding HM-related studies would be instrumental identifying possible solutions address associated challenges.

Язык: Английский

Процитировано

2

Online rumors during the COVID-19 pandemic: co-evolution of themes and emotions DOI Creative Commons
Chao Shen,

Zhenyu Song,

Pengyu He

и другие.

Frontiers in Public Health, Год журнала: 2024, Номер 12

Опубликована: Июнь 10, 2024

During public health emergencies, online rumors spread widely on social media, causing information anxiety and emotional fluctuations. Analyzing the co-evolution patterns of rumor themes emotions is essential for implementing proactive precise governance during such events.

Язык: Английский

Процитировано

2

Controlling COVID-19 Rumors Through Administrative Punishment: Empirical Evidence from Zhejiang, China DOI
Yang Feng, K.C. Li, Zhijian Wang

и другие.

Asian Journal of Criminology, Год журнала: 2024, Номер 19(4), С. 487 - 506

Опубликована: Авг. 27, 2024

Язык: Английский

Процитировано

1

Intervention strategies for health rumors: An overview based on the information lifecycle theory DOI Open Access
Xiaokang Lyu, Xin Liu, Tingting Yang

и другие.

Advances in Psychological Science, Год журнала: 2024, Номер 32(4), С. 664 - 664

Опубликована: Янв. 1, 2024

摘要: 如何有效治理健康谣言是社交媒体时代的一大难题。健康谣言传播具有信息和信息加工主体两个层面的驱动因素, 可依据信息生命周期理论将其分为产生期、评价期和传播期三阶段, 系统归纳与分析不同阶段的健康谣言干预策略: 产生期重在预防, 强调对大众进行心理接种、提升自身健康素养; 评价期关注个体的主观能动性, 包括聚焦信息准确性以及促进自身分析式加工; 传播期通过提高辟谣信息可信度、善用反驳文本和调节个体情绪状态, 实现精准辟谣。未来研究可继续创新信息生命周期视角下健康谣言的治理策略, 细化考察不同类型与易感人群下的干预手段; 归纳与验证不同策略在现实世界中的应用效果, 充分发挥行为科学与网络平台对建立健康谣言干预的长效机制的作用。

Язык: Английский

Процитировано

0

How Does Psychological Distance Influence Public Risky Behavior During Public Health Emergencies DOI Creative Commons
Yu Gao, Yuechi Sun

Risk Management and Healthcare Policy, Год журнала: 2024, Номер Volume 17, С. 1437 - 1449

Опубликована: Май 1, 2024

Background: Public health emergencies not only threaten the physical and mental of public but also trigger a series risky behaviors public, which in turn lead to emergence or intensification risk events, disrupting existing economic social order. Purpose: Based on construal level theory, cognitive appraisal theory emotions mood maintenance hypothesis, study aims investigate collectively effect perception psychological insecurity connection between distance behavior. Participants Methods: Cross-sectional data was derived from 257 China urban residents. All participants finished scale, behavior scale. The research hypothesis tested using PROCESS macro. Results: direct impact significant (β=− 0.018, p> 0.05). indirect significant. In other words, serially mediated via (β=0.011, 95% CI= [0.0013, 0.025]). Conclusion: Risk play serial mediating roles relationship We conclude that during emergencies, managers should pay extra attention with closer distance, take measures reduce their perception, enhance security, behavior, thereby ensuring maintaining stability Keywords: insecurity,

Язык: Английский

Процитировано

0

Public Health Using Social Network Analysis During the COVID-19 Era: A Systematic Review DOI Creative Commons
Stanislava Gardasevic, Aditi Jaiswal, Manika Lamba

и другие.

Information, Год журнала: 2024, Номер 15(11), С. 690 - 690

Опубликована: Ноя. 2, 2024

Social network analysis (SNA), or the application of techniques to social media data, is an increasingly prominent approach used in computational public health research. We conducted a systematic review investigate trends around SNA applied data for and epidemiology while outlining existing ethical practices. Following PRISMA guidelines, we reviewed articles from Web Science PubMed published between January 2019 February 2024, leading total 51 papers surveyed. The majority analyzed research (69%) involved studying Twitter/X, followed by Sina Weibo (16%). most topics this timeframe were related COVID-19, other explored such as citizen science, emergencies, behavior change, various medical conditions. surveyed methodological approaches characteristics commonly employed studies, finding that studies only basic metrics algorithms layout, community detection, standard centrality measures. highlight concerns use privacy consent, underscoring potential integrating with more inclusive, human-centered practices enhance effectiveness buy-in emerging efforts.

Язык: Английский

Процитировано

0

An Online Chinese Rumor Prevention Approach based on Knowledge Graph DOI

Guanqun Xi,

Ting Wang, Leran Wang

и другие.

Опубликована: Июль 7, 2023

Rumor prevention is a widespread problem in the world today. Most approaches on rumor detection are passive after occurrence, while few active methods. The control usually consumes more manpower, time and resources, which increases cost of social management. This study employs big data methods provides an method based knowledge graph called KGRP Algorithm. approach firstly collects large amount online data, constructs text analysis. Secondly correlations among rumors set up according to graph, warning index generated correlations. Experimental simulation results illustrate that this has high accuracy for warning. can provide convenience control.

Язык: Английский

Процитировано

0