The way pages are ranked in search results influences whether the users of search engines are exposed to more homogeneous, or rather to more diverse viewpoints. However, this viewpoint diversity is not trivial to assess. In this paper we use existing and novel ranking fairness metrics to evaluate viewpoint diversity in search result rankings. We conduct a controlled simulation study that shows how ranking fairness metrics can be used for viewpoint diversity, how their outcome should be interpreted, and which metric is most suitable depending on the situation. This paper lays out important ground work for future research to measure and assess viewpoint diversity in real search result rankings.
翻译:页面在搜索结果中排名的方式影响搜索引擎的用户是否接触到更统一的观点,还是影响更多样化的观点。然而,这种观点的多样性并非微不足道,可以评估。在本文中,我们使用现有和新颖的公平等级衡量标准来评估搜索结果排名中的观点多样性。我们进行了一项控制模拟研究,以显示如何将公平等级衡量标准用于观点多样性,如何解释其结果,以及根据情况最适合何种衡量标准。本文列出了今后研究的重要基础工作,以衡量和评估实际搜索结果排名中的观点多样性。