The invention relates to the field of Internet of Vehicles big data, in particular to a vehicle fixed parking position and attribute identification system and method, and the system comprises a data cleaning basic input module, a single parking data screening module, a fixed parking position gathering module and a fixed parking position identification module. Firstly, the data cleaning basic input module arranges the records of vehicles conforming to rules and the next travel of the vehicles to obtain arrangement data, then the single-stop data screening module selects the arrangement data to obtain a stop threshold value, the fixed stop position gathering module carries out clustering calculation on the stop threshold value to obtain a stop time length mean value, and the stop time length mean value is calculated by the data cleaning basic input module. And finally, the fixed parking position identification module carries out identification and judgment based on the parking time length mean value to obtain the residence place and the working place of the private vehicle and the residence place and the working place of the commercial vehicle, so that the problem that an existing mining mode is relatively low in practicability is solved.

    本发明涉及车联网大数据领域,具体涉及一种车辆固定停留位置及其属性识别系统及方法,包括数据清洗基础输入模块、单次停留数据筛选模块、固定停留位置集聚模块和固定停留位置识别模块,当对车辆固定位置进行识别时,首先数据清洗基础输入模块对符合规则的车辆及其出行次行的记录进行整理得到整理数据,然后单次停留数据筛选模块对整理数据进行选取,得到停留阈值,其次固定停留位置集聚模块对停留阈值进行聚类计算,得到停留时长均值,最后固定停留位置识别模块基于停留时长均值进行识别判断,得到私人车辆居住地与工作地和营运车辆的居住地与工作地,从而解决了现有的挖掘方式实用性较低的问题。


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    Titel :

    Vehicle fixed parking position and attribute identification system and method


    Weitere Titelangaben:

    一种车辆固定停留位置及其属性识别系统及方法


    Beteiligte:
    MA JIAHUA (Autor:in)

    Erscheinungsdatum :

    2023-12-08


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS