A traffic pattern prediction method, device, server, system, and a computer-readable medium are provided. The method includes: acquiring historical traffic volume data of a target block within a target geographic region, and determining a traffic pattern change sequence of the target block based on the historical traffic volume data; acquiring historical point-of-interest data of multiple point-of-interest categories of the target block, and determining, for at least one point-of-interest category of the multiple point-of-interest categories, a point-of-interest change sequence of the target block based on the historical point-of-interest data; determining, for the at least one point-of-interest category, an association between the traffic pattern change sequence and the point-of-interest change sequence; and determining, based on using a traffic pattern prediction model, a traffic pattern of the target block at a future target moment based on the historical traffic volume data, the historical point-of-interest data, and the association.


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    Title :

    METHOD, APPARATUS, SYSTEM, AND COMPUTER-READABLE MEDIUM FOR TRAFFIC PATTERN PREDICTION


    Contributors:
    LU XINJIANG (author) / DOU DEJING (author)

    Publication date :

    2021-07-08


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06K Erkennen von Daten , RECOGNITION OF DATA / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



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