描绘一个关于辩论网络的愿景
Antonis Bikakis1, Giorgos Flouris2, Theodore Patkos2
1Department of Information Studies, University College London, London, United Kingdom.
Frontiers in artificial intelligence
|July 3, 2023
概括
辩论网络旨在通过开发新的工具来解锁在线争论. 这将有助于分析辩论,识别错误信息,并促进知情的在线讨论.
科学领域:
- 计算社会科学 计算社会科学
- 人工智能的人工智能
- 网络科学 网络科学
背景情况:
- 互联网已经成为各种辩论的虚拟广场,但这些争论数据在很大程度上未被开发.
- 当前的计算方法难以分析复杂的在线论点,包括不合理的推理和隐含的信息.
- 现有的工具无法捕捉在线讨论的细微差别,限制了它们对用户和决策者的有用性.
研究的目的:
- 提出辩论网络的愿景,以人为中心的网络进化.
- 释放在线论证信息的潜力,以实现更好的分析和可操作性.
- 开发针对用户需求的基于论证的新型网络服务和工具.
主要方法:
- 利用机器学习 (ML) 的进展.
- 使用自然语言处理 (NLP) 技术.
- 应用计算论证框架的应用
主要成果:
- 允许先进的搜索,导航和分析在线意见和论点.
- 为用户更好地理解复杂的在线辩论提供便利.
- 提高对偏见,误导或欺骗性论据的识别.
结论:
- 辩论网络提供了新一代的工具来利用在线辩论数据.
- 这种方法可以加强用户参与民主话语,并为决策提供信息.
- 它承诺对数字 agora 有更细致和可操作的理解.
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