The Big Data Governance platform is used for the structured governance of large-scale unstructured and low-quality texts. It employs a streaming big-data computing architecture and has the ability to govern hundreds of billions of article data and process millions of data updates every day in real time. The streaming big-data computing architecture makes it easier to extend data-governance capabilities. The design of a streamlined data governance process enables the flexible configuration of governance process and the combination of different governance algorithms. These powerful but efficient data governance methods make data simplified and orderly so that data is easier to analyze and reflects more value.