智慧校园数据治理与可视化分析路径探索OA

In response to the current pain points in data governance and the status quo of data analysis in universities and colleges,we actively explore a data governance path centered on the data middle platform.Starting from two aspects—standardization and infrastructure develop-ment,and integration construction—we carry out data standard development,data collection and aggregation,data cleaning and transforma-tion,and data sharing and application,so as to establish a unified data foundation and build a full-lifecycle data management system.In addi-tion,we build a 3D visualization platform for smart campuses by combining digital twin technology,and explore an analytical path through visu-alization architecture and BI data analysis tools.Through data governance and visual analysis,we can provide on-demand data services for business departments,ensuring data real-time performance and shareability,and effectively addressing issues such as data fragmentation and inaccurate data sources.Meanwhile,visual analysis can facilitate data-driven decision-making,providing a new data-driven paradigm for teach-ing quality improvement,scientific research innovation support,and campus security.