Data and Code for Manuscript Predicting How Social Situations Affect Personal Values

This data-set contains the data and code used in the two studies of the manuscript 'Does Personalization Help? Predicting How Social Situations Affect Personal Values'. The data was collected through an online survey. The data includes information about 283 everyday life situations. Each situation is described through text (1-2 sentences), as well as through its psychological characteristics. Furthermore, each situation is annotated whether it promotes, demotes or does not affect the personal value "enjoyment of life" both from the people who described the situation and from external annotators. With this data we attempt to predict how a social situation affects the personal value by using as input the psychological characteristics of the situation. The data is organized in different files so that it can be used directly in the implemented predictive models. <br>本数据集包含研究论文《个性化是否有效？预测社会情境如何影响个人价值观》两项研究所使用的数据与代码。本数据集通过线上调研收集，涵盖283种日常生活情境的相关信息。每种情境均以1至2句文本进行描述，并附带其心理学特征。此外，针对各情境对“享受生活”这一个人价值观的影响（促进、削弱或无影响），分别由情境描述者与外部标注人员完成标注。本研究依托该数据集，尝试以情境的心理学特征作为输入，预测社会情境对个人价值观的影响。数据集以多个独立文件的形式组织，可直接用于已实现的预测模型中。