用动态图可视化法案结构，帮人看懂复杂政策
LegiScout: A Visual Tool for Understanding Complex Legislation
- 将静态政策图转为可交互的动态力导向图
- 支持对医保法等多部法案的深度探索
- 适合政策制定者、分析师和公众使用
现代立法框架如《平价医疗法案》（ACA）往往涉及众多机构、规定及相互依赖关系。政府发布的图表通常静态、密集且难以理解，甚至对专家也困难。我们提出 LegiScout，一个交互式可视化系统，将静态政策图转化为动态力导向图，在保持关键关系的同时提升理解性。通过整合数据抽取、自然语言处理与计算机视觉技术，LegiScout 支持对 ACA 及其他广泛立法与监管框架的深入探索。该方法使决策者、分析人员及公众能够更有效地导航并理解现代法律的复杂性。
原文摘要 · Abstract (English)
Modern legislative frameworks, such as the Affordable Care Act (ACA), often involve complex webs of agencies, mandates, and interdependencies. Government issued charts attempt to depict these structures but are typically static, dense, and difficult to interpret - even for experts. We introduce LegiScout, an interactive visualization system that transforms static policy diagrams into dynamic, force-directed graphs, enhancing comprehension while preserving essential relationships. By integrating data extraction, natural language processing, and computer vision techniques, LegiScout supports deeper exploration of not only the ACA but also a wide range of legislative and regulatory frameworks. Our approach enables stakeholders - policymakers, analysts, and the public - to navigate and understand the complexity inherent in modern law.
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