Data mining system based on semantic network

• Main Authors: WU XIAOFENG, TIAN GUISHEN, QU CHUNYI, WANG DONGSHENG, CAO YANG, CHAI ZHANJUN, ZHANG DAYING, BAI XUEJIAO, LIU QI, ZOU RUICHONG
• Format: Patent
• Language: Chinese; English
• Published: 15.04.2022
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

The invention provides a data mining system based on a semantic network, and the system comprises a matching module which is used for receiving a data analysis demand, extracting data mining services from the data analysis demand through a pre-trained relation model, and determining a service node corresponding to each data mining service; the determination module is used for constructing a mining workflow based on the data mining service; and the display module is used for displaying the mining workflow and the business nodes corresponding to the business items in the process in a visual mode. Through the scheme of the invention, in an enterprise data mining scene, the processing historical data, the mining rule and the service node are associated, the mining workflow is intelligently generated, and the working efficiency is improved. 本发明提供的一种基于语义网络的数据挖掘系统，包括：匹配模块，用于接收数据分析需求，利用预先训练好的关系模型，从数据分析需求中提取数据挖掘业务，确定各数据挖掘业务对应的业务节点；确定模块，用于基于数据挖掘业务构建挖掘工作流；展示模块，用于将挖掘工作流以及流程中的各个业务项对应的业务节点以可视化的方式进行展示。通过本发明的方案，在企业数据挖掘场景中，将处