The invention relates to the technical field of intelligent data analysis, in particular to an artificial intelligence big data processing method and system for intelligent traffic, and the method comprises the following steps: collecting real-time traffic data, removing wrong or incomplete records, classifying and marking frequently accessed data, and generating cleaning and classification results. According to the method, data are collected and cleaned in real time, errors or incomplete records are removed, and the data accuracy is ensured. And then the data is intelligently classified, frequent and low-frequency access data are distinguished, and the data access efficiency is improved. And then analyzing the data by using machine learning, and constructing an access frequency model to provide a scientific basis for optimization of a data storage position. Besides, by dynamically adjusting the positions of the data among different storage levels, the distribution of storage resources is optimized, the overall efficiency of the data processing system is improved, the operation cost is reduced, and the practicability is high.
本发明涉及智能化数据分析技术领域,具体为一种智慧交通的人工智能大数据处理方法及系统,包括以下步骤:收集实时交通数据并移除错误或不完整记录,分类标记频繁访问的数据,生成清洗与分类结果。本发明中,数据的实时收集与清洗,移除错误或不完整记录,确保数据准确性。继而对数据进行智能分类,区分频繁与低频访问数据,提升了数据访问的效率。接着利用机器学习分析这些数据,构建访问频率模型,为数据存储位置的优化提供科学依据。此外,通过动态调整数据在不同存储层级之间的位置,优化了存储资源的分配,提高了数据处理系统的整体效率和降低了运营成本,实用性较高。
Artificial intelligence big data processing method and system for smart traffic
一种智慧交通的人工智能大数据处理方法及系统
2025-05-09
Patent
Electronic Resource
Chinese
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