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贝叶斯参数估计显示了社会声望和双语主义对重新塑造语言竞争的影响
Sizhe Yang1,2, Tingting Ye3, Shengbo Bi3
1Research Institute of Intelligent Complex Systems, Fudan University, Shanghai, People's Republic of China.
双语主义可以通过减缓语言转移来保护少数民族语言免受灭绝. 然而,大多数语言的高度社会声望可能会加速这种转变,即使是双语.
科学领域:
- 计算社会科学 计算社会科学
- 语言学的语言学.
- 社会学 社会学 社会学
背景情况:
- 语言灭绝和文化可持续性是关键的全球问题.
- 量化社会语言因素对语言竞争的影响是具有挑战性的.
- 了解语言动态是保存工作的关键.
研究的目的:
- 开发模型来探索单语和双语群体之间的互动.
- 量化社会声望和双语对语言竞争的影响.
- 为评估语言动态中的社会语言因素提供一个框架.
主要方法:
- 基于马尔科夫过程的语言竞争模型的开发.
- 实施贝叶斯参数估计策略用于统计分析.
- 经验验证使用来自不同全球背景的六个案例研究.
主要成果:
- 观察到少数民族语言使用者转向多数语言的普遍趋势.
- 发现双语减缓了这种语言转变.
- 双语可以加速反向转变,当大多数语言具有更高的社会声望时.
结论:
- 双语在缓解语言灭绝方面发挥着保护作用,特别是在不同的社会声望下.
- 开发的贝叶斯框架为分析语言竞争提供了一个工具.
- 结果支持针对性干预,以维护语言和文化可持续性.
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