网络部落主义的信息获取、说服与群体一致性:用户活跃度是否重要?

J. Meng
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引用次数: 2

摘要

虽然有实证研究表明用户的活跃度与更好的传播效果有关联,但没有发现微观层面的用户活跃度对虚拟社区整体健康和活力的贡献。本文采用多智能体自推理模型对人际交往过程进行建模。它考虑了每个agent的信息价值和整合价值,这是本文采用的两个关键结构。本文采用模拟实验的方法,根据个体的行为特征识别活跃用户,筛选出活跃程度不同的典型用户,揭示结果之间的因果关系。研究结果表明,用户的活跃度决定了信息的活力和信息传播的影响力,对用户群体的动态产生了实质性的影响。作者最后讨论了理论和方法上的贡献,并指出这些发现为营销人员改善在线客户关系管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Information Acquisition, Persuasion, and Group Conformity of Online Tribalism: Does User Activeness Matter?
Though empirically some research suggests the linkage of better communication effect with active users' presence, no existing clues are found on the user activeness at the micro level to contribute to the virtual community's aggregate-level health and vitality. This paper models the interpersonal communication process via a multi-agent, self-reasoning model. It considers each agent’s information value and conformity value, two key constructs adopted in this paper. This paper adopts simulated experiments to identify active users based on individuals’ behavioural characteristics, screen out typical users of different activeness levels, and reveal causalities among the outcomes. The findings show that users' activeness determines the information vitality and influence of information dissemination and substantially impacts the dynamics of user-groups. The author concludes with a discussion of the theoretical and methodological contributions and pinpoints these findings for marketers to improve online customer relationship management.
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