FIDIT-MLN

The dataset is organized into a four-layer structure designed for in-depth analysis of participant responses. The first layer contains basic demographic information such as gender, age, and education level. The second layer includes participants’ answers to a set of thematically structured survey questions. The third layer represents a network of connections between responses, constructed using semantic similarity based on vector representations. The fourth layer provides additional metadata linked to nodes and edges in the network, including multilayer mappings, semantic categories, and reliability indicators. This structure enables multidimensional analysis of both individual responses and collective patterns of opinion.本数据集采用四层架构组织，旨在对参与者的答复开展深度分析。第一层包含基础人口统计学信息，涵盖性别、年龄与受教育水平等维度；第二层收录参与者针对一系列主题结构化调研问题的答复；第三层构建了基于向量表征的语义相似度关联网络，呈现各答复间的连接关系；第四层提供与该关联网络的节点及边相关的补充元数据，包括多层映射、语义分类及可靠性指标。该架构可实现对个体答复与集体舆论模式的多维度分析。