arXiv:2606.19647cs.CLcs.CY2026-06

分析世界杯期间一人一球门将如何被多语言网络叙事推上全球舞台

From 50K to 8.2 Million in 24 Hours: Vozinha's Algorithmic Consecration and the Multilingual Making of World Cup Visibility

论文配图:From 50K to 8.2 Million in 24 Hours: Vozinha's Algorithmic Consecration and the Multilingual Making of World Cup Visibility
图 1 · 摘自论文原文
  • 用多语言语料与框架标注,追踪算法化传播中叙事演变
  • 从5万到820万粉丝增长,展现不同语言的差异化叙事策略
  • 适合关注社交媒体传播、跨文化话语与数字可见性的研究者

本文开展了一项多语言计算话语分析,探讨在2026年世界杯西班牙0-0战平佛得角赛后,40岁佛得角守门员Vozinha如何被算法建构为全球焦点。研究构建了葡萄牙语、西班牙语、英语和法语语料库,提出九框架叙事分类体系,建立结合大模型建议与人工验证的可复现标注流程,并分析跨语言叙事扩散。将平台粉丝数“5万到820万”本身视为语言对象——一种可传播、可叙述的可见性证据,而非单纯数据。仅以2026年6月16日15:47 UTC时8,235,652粉丝为精确锚点,其余均为估算范围或阈值;赛前基础粉丝数估计为4.5万至5.6万。结果显示,不同语言承载不同叙事:葡语推动动员,西语聚焦危机,英語强化国家认同,而共享的平台指标则使边缘运动员表现获得全球可见。作为v0.1初步成果,论文发布语料结构、框架体系、标注指南、哈希视觉证据日志及类型化时间线,后续计划进行双人标注与信度评估。

原文摘要 · Abstract (English)

We present a multilingual computational discourse analysis of how language constructed the algorithmic consecration of Vozinha, the 40-year-old Cape Verde goalkeeper, after Spain 0-0 Cape Verde at the 2026 FIFA World Cup. The study contributes a multilingual corpus in Portuguese, Spanish, English, and French; a nine-frame narrative taxonomy with cue-based frame annotation; a reproducible annotation pipeline combining LLM-assisted suggestion with human validation; and an analysis of cross-lingual narrative diffusion across discourse phases. We treat the platform follower count itself, narrated as "50k to 8M", as a linguistic object: a circulating and narratable proof of visibility rather than a mere measurement. The follower-growth timeline is used only as contextual metadata: we reconstruct a conservative phase structure, not a continuous API-native series, and type every datapoint by value class, confidence, and evidence type. The only exact primary scraper anchor is 8,235,652 followers at 2026-06-16 15:47 UTC; all other figures are reported as estimated ranges or thresholds, including an estimated pre-match baseline of 45k-56k. Findings suggest that distinct languages carried distinct frames: Portuguese mobilization, Spanish crisis, English nation-making, and a shared platform-metric spectacle through which peripheral athletic performance became globally visible. As a v0.1 pilot, the paper releases the corpus schema, frame taxonomy, annotation guidelines, hashed visual-evidence log, and typed timeline, while flagging full double annotation and inter-annotator agreement as planned work.

多语言分析算法可见性社交媒体传播世界杯叙事

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