The invention discloses an intelligent traffic asset data management method and system, and relates to the technical field of data management, and the method comprises the steps: carrying out multi-dimensional analysis to determine a data classification target label, constructing a machine learning model, obtaining an intelligent data classification model, and carrying out the recognition and classification of asset data. Generating a data label to label data in the traffic asset database; establishing a response association relationship between the traffic asset data and a data application scene, and performing data label dependency and transparency analysis to obtain a data calling constraint; and searching and filtering in the traffic asset database according to the data label in the data calling constraint, and outputting scene application data. The technical problems that in the prior art, due to the fact that the incidence relation between data and application scenes cannot be preset in the data management process, search condition setting is complex, data matching is not accurate, and omission exists during data query and application are solved, and the technical effect of improving data management efficiency is achieved.
本发明公开了一种智能化的交通资产数据管理方法及系统,涉及数据管理技术领域,包括:进行多维度解析确定数据分类目标标签,构建机器学习模型,获得智能数据分类模型,对资产数据进行识别分类,生成数据标签对交通资产数据库中数据进行标注;建立交通资产数据与数据应用场景的响应关联关系,并进行数据标签依赖性、透明度解析,获得数据调用约束;根据数据调用约束中的数据标签在交通资产数据库中搜索及过滤处理,输出场景应用数据。本发明解决现有技术在数据管理过程中未能预设数据与应用场景的关联关系,导致搜索条件设定复杂、数据匹配不精准、以及数据查询和应用时存在遗漏的问题的技术问题,达到提高数据管理效率的技术效果。
Intelligent traffic asset data management method and system
一种智能化的交通资产数据管理方法及系统
2025-03-14
Patent
Electronic Resource
Chinese
IPC: | G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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