论文标题
推荐系统的包容性道德设计
Inclusive Ethical Design for Recommender Systems
论文作者
论文摘要
随着信息的调解人的影响，推荐系统正变得越来越核心，并有可能影响社会意见。在开发方法以确保以负责任的方式设计这些系统时，尤其是青少年代表了一个潜在的脆弱用户组，需要明确考虑。鉴于他们访问和使用推荐系统的性质以及其作为内容提供商的作用，这一点尤其重要。本文提出了推荐系统道德设计的核心原则，并评估当前确保遵守这些原则的方法是否足以包含青少年用户的特定需求和潜在脆弱性。
Recommender systems are becoming increasingly central as mediators of information with the potential to profoundly influence societal opinion. While approaches are being developed to ensure these systems are designed in a responsible way, adolescents in particular, represent a potentially vulnerable user group requiring explicit consideration. This is especially important given the nature of their access and use of recommender systems but also their role as providers of content. This paper proposes core principles for the ethical design of recommender systems and evaluates whether current approaches to ensuring adherence to these principles are sufficiently inclusive of the particular needs and potential vulnerabilities of adolescent users.
