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Updated: Jun 26, 2025

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从UGC平台与直接侵权者之间的勾结的角度来看,对算法间接版权侵权的进化游戏分析
Jiangang Liu1, Yuxuan Shen1, Lanlan Zhou1
1.Changzhou University Business School, Jiangsu, Changzhou, China.
PloS one
|May 15, 2024
概括
用户生成内容 (UGC) 平台面临着来自算法的间接版权侵权挑战. 游戏建模揭示了不确定的收入,惩罚和声誉损失对治理策略产生影响,以实现更健康的平台开发.
科学领域:
- 计算机科学 计算机科学
- 法律 法律 法律 法律
- 经济学 经济学 经济学
背景情况:
- 用户生成内容 (UGC) 平台正在迅速发展.
- 通过推算法间接侵犯版权构成了重要的治理挑战.
- 平台激励措施可能与权利保护发生冲突,使侵权管理复杂化.
研究的目的:
- 分析平台生态系统因素如何影响侵权治理中的行为策略.
- 模拟平台和侵权者之间的进化游戏动态.
- 确定影响在版权侵权治理中的决策的关键因素.
主要方法:
- 构建一个"平台侵权者"进化游戏模型.
- 利用数值模拟来验证模型的稳定性.
- 模拟结果的分析,以确定影响因素.
主要成果:
- 收入的不确定性,惩罚的严重性和潜在的声誉损失显著影响违规治理决策.
- 这些因素对于塑造平台和侵权者的行为策略至关重要.
- 该研究确定了影响系统演变向正规化的特定杆.
结论:
- 针对出版商,平台和政府法律框架的拟议措施可以促进系统向积极监管的进化.
- 这些干预有助于稳定权利保护机制.
- 实施这些战略将促进UGC平台的更健康,更稳定的发展.
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