论文标题
用DimensionRank进行大规模检查事实
Fact-Checking at Scale with DimensionRank
论文作者
论文摘要
经过二十年流行的互联网使用情况，最重要的问题是进行事实检查。在两种主要的Internet应用程序平台类型，Web搜索和社交媒体中，此问题都敏锐地经历。 我们提供了一个“平台”是什么的工作定义。我们批判性地解构了我们所谓的事实检查模型，并证明它本质上是较低的事实，因为事实对平台-B ASED解决方案进行了大规模检查。 我们的核心贡献是展示如何有效地平台化事实核对问题。我们展示了具有尺寸协议和热度的二维评级系统如何通过在现有平台上占主导地位的电子维额定系统来创建信息寻求查询。而且，我们表明，在用户友好的用户界面的基础上，是一个系统，该系统允许在命题演算中创建正式的证明。 我们的算法在我们的开源DimensionRank软件包中实现，可在“ https://thinkdifferentagain.art”上获得。
The most important problem that has emerged after twenty years of popular internet usage is that of fact-checking at scale. This problem is experienced acutely in both of the major internet application platform types, web search and social media. We offer a working definition of what a "platform" is. We critically deconstruct what we call the "PolitiFact" model of fact checking, and show it to be inherently inferior for fact-checking at scale to a platform-b ased solution. Our central contribution is to show how to effectively platformize the problem of fact-checking at scale. We show how a two-dimensional rating system, with dimensions agreement and hotness allows us to create information-seeking queries not possible with the on e-dimensional rating system predominating on existing platforms. And, we show that, underlying our user-friendly user-interface, lies a system that allows the creation of formal proofs in the propositional calculus. Our algorithm is implemented in our open-source DimensionRank software package available at "https://thinkdifferentagain.art".
