arXiv:2602.12207cs.HCcs.AI2026-02

VIRENA让研究者在模拟社交平台中无代码开展可控实验。

VIRENA: Virtual Arena for Research, Education, and Democratic Innovation

  • 用AI代理+真实平台复刻,支持多人同步互动
  • 可调控内容审核策略,实时观察群体讨论演化
  • 无需编程,适合跨学科研究与公共机构使用

数字平台塑造人们的交流、讨论与观点形成方式。由于数据访问受限、现实实验存在伦理问题以及现有研究工具的局限,相关研究日益困难。VIRENA(虚拟竞技场)是一个可在真实社交媒体环境中进行受控实验的平台。多名参与者可同时在基于信息流的平台(如Instagram、Facebook、Reddit)和消息应用(如WhatsApp、Messenger)的仿真环境中互动。由大语言模型驱动的AI代理以可配置人格和真实行为参与其中。研究人员可通过可视化界面,无需编程即可操纵内容审核策略、预设刺激内容,并在不同条件下运行实验。VIRENA实现了此前难以实现的研究设计:在真实社交语境下研究人机交互、实验比较不同治理干预措施、实时观察群体协商过程。平台基于开源技术构建,确保数据始终由机构控制并符合数据保护要求。目前已在苏黎世大学投入使用,并开放试点合作。面向研究者、教育工作者及公共组织,其无代码界面使受控社交媒体模拟在跨学科与跨领域中变得可行。本文详细阐述其设计、架构与功能。

原文摘要 · Abstract (English)

Digital platforms shape how people communicate, deliberate, and form opinions. Studying these dynamics has become increasingly difficult due to restricted data access, ethical constraints on real-world experiments, and limitations of existing research tools. VIRENA (Virtual Arena) is a platform that enables controlled experimentation in realistic social media environments. Multiple participants interact simultaneously in realistic replicas of feed-based platforms (Instagram, Facebook, Reddit) and messaging apps (WhatsApp, Messenger). Large language model-powered AI agents participate alongside humans with configurable personas and realistic behavior. Researchers can manipulate content moderation approaches, pre-schedule stimulus content, and run experiments across conditions through a visual interface requiring no programming skills. VIRENA makes possible research designs that were previously impractical: studying human--AI interaction in realistic social contexts, experimentally comparing moderation interventions, and observing group deliberation as it unfolds. Built on open-source technologies that ensure data remain under institutional control and comply with data protection requirements, VIRENA is currently in use at the University of Zurich and available for pilot collaborations. Designed for researchers, educators, and public organizations alike, VIRENA's no-code interface makes controlled social media simulation accessible across disciplines and sectors. This paper documents its design, architecture, and capabilities.

社会实验人机交互平台模拟无代码

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