基于智能信息流的智能报表分析系统研究

Research on theIntelligent Report Analysis System Based on Intelligent Information Flow

针对当前企业业务系统数据互通共享困难、报表制作人工投入过大的问题,提出了基于智能信息流的智能报表分析系统。基于BI商业智能信息流的报表数据整合过程,将数据转化为有序信息以供分享。结合XML技术,实现各类元数据标准化管理。定义模板RDL文件,构建报表迁移总体模型,并将报表信息加载到XML文件中,完成报表格式迁移。通过余弦相似度评估不同度量间的相似性,完成统计决策模式识别。通过水电厂报表模型分析表明,系统在保障数据处理分析准确性的前提下,能智能化完成报表开发和决策分析。

Aiming at the problems of difficult data sharing in the enterprise’s business system and excessive manpower input in report making, this paper proposes an intelligent report analysis system based on intelligent information flow. The report data integration process based on BI business intelligence information flow transforms the data into ordered information for sharing. Combined with XML technology, the standardized management of all kinds of metadata is realized. Template RDL file isdefined, the overall model of report migration isbuilt, and report information isloaded into XML file to complete report format migration.Cosine similarity is used to evaluate the similarity between different measures to realize statistical decision pattern recognition. The analysis of hydropower station statement data shows that the system can intelligently complete report form development and decision analysis on the premise of ensuring the accuracy of data processing and analysis.