dawnkun/HealthRec

HealthRec是一个研究推荐系统健康性视角的资源集合，包含了三个构建的数据集，这些数据集包含与健康相关的信息；两个健康性相关的指标，用于定量评估推荐结果的健康性；以及一个名为HealthRec的通用框架，该框架是一个模型无关的，可以无缝集成到现有模型中以促进健康内容的传播。此资源旨在提高人们对推荐系统潜在风险的认识，并为构建更加负责任、注重健康性的方法提供基础。

HealthRec is a collection of resources for investigating recommender systems from the healthiness perspective, including three constructed datasets with healthiness-related information; two healthiness-related metrics for quantitatively evaluating the healthiness of recommendation results; and a generic framework called HealthRec, which is model-agnostic and can be seamlessly integrated into existing models to promote the dissemination of healthy content. This resource aims to raise awareness of the potential risks associated with recommender systems and provide a foundation for building more responsible, healthiness-aware approaches.