A device receives a data query from a source, the data query associated with a hardware component. The device determines a likelihood that an aircraft of an aircraft entity associated with the data query will require the hardware component by retrieving a plurality of signals received from the aircraft entity that are associated with the hardware component, applying the plurality of signals to a first machine-learned model, and receiving, as output from the first machine-learned model, a likelihood that the aircraft will require the hardware component. The device inputs the likelihood into a second machine-learned model, and receives as output a score corresponding to the data query. The device assigns a rank to the data query based on its score as compared to scores of other data queries of a plurality of data queries, and displays an ordered list of the plurality of data queries.


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    Title :

    DATABASE QUERY PROCESSING FOR HARDWARE COMPONENT IDENTIFICATION USING MULTI-ORDERED MACHINE LEARNING MODELS


    Contributors:

    Publication date :

    2024-07-11


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    B64D Ausrüstung für Flugzeuge , EQUIPMENT FOR FITTING IN OR TO AIRCRAFT / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



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    Free access

    DATABASE QUERY PROCESSING FOR HARDWARE COMPONENT IDENTIFICATION USING MULTI-ORDERED MACHINE LEARNING MODELS

    BUHRO JASON W / LEVESQUE HEATHER O / GARCIA LISA K et al. | European Patent Office | 2022

    Free access

    DATABASE QUERY PROCESSING FOR HARDWARE COMPONENT IDENTIFICATION USING MULTI-ORDERED MACHINE LEARNING MODELS

    BUHRO JASON / LEVESQUE HEATHER / GARCIA LISA et al. | European Patent Office | 2022

    Free access