基于XML格式融合多源异构数据建设智慧社区数据管理平台

Data Management Platform of Smart Community Based on XML Format Fusion of Multi-Source Heterogeneous Data

建设以人为本的智慧社区,可有效提升居民幸福感和获得感。随着物联网、大数据、人工智能等新一代信息技术应用于智慧社区建设,不同传感器设备、不同应用场景下的数据格式、结构、内容均有所不同。如何统一收集与处理各种种类繁多、结构不一的多源、异构数据成为研究热点。针对智慧社区数据源的特点,基于XML格式实现多源异构数据的封装解析与传输存储,并搭建统一的社区数据管理平台,完成对数据的收集、清洗、转换和分析,实现智慧社区各类数据的融合存储与标准管理,进而形成高效便捷的智慧社区数据服务,为智慧社区各类场景应用提供底层数据支撑。

Constructing people-oriented smart communities can effectively enhance residents'sense of happiness and gain.With the application of new generation information technologies such as the Internet of Things(IOT),big data(BD),and artificial intelligence(AI)in the construction of smart communities,data formats,structures,and contents vary greatly among different sensor devices and application scenarios.How to collect and process various types of multi-source and heterogeneous data with diverse structures has become a research hotspot.In this paper,based on the characteristics of smart community data sources,we implement the encapsulation,parsing,and transmission storage of multi-source heterogeneous data in XML format,and establish a unified community data management platform to collect,clean,transform,and analyze data.This enables the integration,storage,and standardized management of various types of smart community data,thereby forming an efficient and convenient smart community data service and providing underlying data support for various application scenarios in smart communities.