摘要
针对异构网络环境中存在的数据格式多样性与通信协议复杂性等技术挑战,系统性地研究了数据融合的关键技术体系,重点突破数据预处理、数据匹配与对齐、融合算法优化等核心技术环节。通过严格的实验验证,证实所提出的融合方法显著提升了数据质量指标与系统可靠性参数,为异构网络环境下的电子信息系统数据融合提供了可靠的理论框架与实践解决方案。
In response to the technical challenges such as the diversity of data formats and the complexity of communication protocols existing in heterogeneous network environments,the key technical system of data fusion was systematically studied,with a focus on breaking through core technical links such as data preprocessing,data matching and alignment,and optimization of fusion algorithms.Through rigorous experimental verification,it has been confirmed that the proposed fusion method significantly improves data quality indicators and system reliability parameters,providing a reliable theoretical framework and practical solution for data fusion in electronic information systems in heterogeneous network environments.
作者
徐云鹏
XU Yunpeng(Dongchangfu District Human Resources and Social Security Bureau,Liaocheng,Shandong 252000,China)
关键词
异构网络环境
电子信息系统
数据融合技术
数据预处理
融合算法
heterogeneous network environment
electronic information system
data fusion technology
data preprocessing
fusion algorithm
