复杂网络视角下网络暴力信息风险治理研究
Journal: Project Engineering DOI: 10.12238/pe.v3i2.12467
Abstract
网络暴力信息的传播是数字时代面临的重要挑战之一,其传播速度迅猛、影响范围广泛,对社会稳定构成潜在威胁。因此,深入理解智能化时代网络暴力信息的传播特征及其演变趋势,并剖析其内在机制,是有效应对和管理此类问题的关键。文章探讨了复杂网络的“小世界”“无标度”特征和集群特征对网络暴力信息传播的影响,指出小世界网络的短路径和无标度网络的中心节点对信息传播的加速作用,以及集群特征促进信息在局部区域的快速扩散。进一步构建SICR网络暴力信息传播模型,将用户分为未知者、传播者、反对者和移除者四类,通过参数分析发现热搜存在率、对热搜的兴趣率、传播率等参数对网络暴力信息传播范围和传播者数量有显著影响。研究结果表明,控制热搜效应、提高用户信息辨别能力、增强反对者影响力等措施可有效抑制网络暴力信息的扩散,为网络暴力治理提供了理论依据和实践指导。
Keywords
网络暴力信息；复杂网络；网络平台；无标度复杂网络
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