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arXiv 2510.02759cs.HCcs.AI
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通过隐喻驱动的设计构建数字社交空间原型:将空间概念转化为交互式社交模拟

Prototyping Digital Social Spaces through Metaphor-Driven Design: Translating Spatial Concepts into an Interactive Social Simulation

Northeastern University(东北大学)

Yoojin Hong, Martina Di Paola, Braahmi Padmakumar, Hwi Joon Lee, Mahnoor Shafiq, Joseph Seering

AI总结:

针对现有社交媒体设计局限于参与度和规模、替代构想难原型化的问题,提出隐喻驱动系统将用户隐喻转化为平台功能并生成LLM智能体交互模拟,验证其可表达多元社交期望、助力拓展社交平台设计空间。

摘要:

社交媒体平台是沟通的核心渠道,但其设计仍狭隘地聚焦于用户参与度和规模。尽管研究人员已提出在线空间的替代愿景,但这些想法难以在现有平台的限制下制作原型。本文提出一种隐喻驱动系统,帮助用户构想并探索新型社交媒体环境。该系统将用户的隐喻转化为结构化的平台功能集,并生成由大语言模型(LLM)驱动的智能体填充的交互式模拟环境。为评估该方法,我们开展了一项研究,让参与者创建模拟社交空间并与之互动。研究结果表明,隐喻能让用户表达不同的社交期望,且模拟的感知真实感取决于其对亲密感、参与度和时间参与度等动态特征的捕捉程度。最后我们讨论了隐喻驱动模拟如何成为一种强大的设计工具,可用于构建替代社交架构的原型,并拓展未来社交平台的设计空间。

英文摘要:

Social media platforms are central to communication, yet their designs remain narrowly focused on engagement and scale. While researchers have proposed alternative visions for online spaces, these ideas are difficult to prototype within platform constraints. In this paper, we introduce a metaphor-driven system to help users imagine and explore new social media environments. The system translates users' metaphors into structured sets of platform features and generates interactive simulations populated with LLM-driven agents. To evaluate this approach, we conducted a study where participants created and interacted with simulated social media spaces. Our findings show that metaphors allow users to express distinct social expectations, and that perceived authenticity of the simulation depended on how well it captured dynamics like intimacy, participation, and temporal engagement. We conclude by discussing how metaphor-driven simulation can be a powerful design tool for prototyping alternative social architectures and expanding the design space for future social platforms.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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