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.


    Access

    Download


    Export, share and cite



    Title :

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


    Additional title:

    DATENBANKABFRAGEVERARBEITUNG ZUR IDENTIFIZIERUNG VON HARDWAREKOMPONENTEN UNTER VERWENDUNG VON MEHRGEORDNETEN MASCHINENLERNMODELLEN
    TRAITEMENT D'INTERROGATION DE BASE DE DONNÉES POUR IDENTIFICATION DE COMPOSANT MATÉRIEL À L'AIDE DE MODÈLES D'APPRENTISSAGE MACHINE MULTI-ORDONNÉS


    Contributors:

    Publication date :

    2023-11-22


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    B64F GROUND OR AIRCRAFT-CARRIER-DECK INSTALLATIONS SPECIALLY ADAPTED FOR USE IN CONNECTION WITH AIRCRAFT , Boden- oder Flugzeugträgerdeckeinrichtungen besonders ausgebildet für die Verwendung in Verbindung mit Luftfahrzeugen / G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES



    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 W / LEVESQUE HEATHER O / GARCIA LISA K et al. | European Patent Office | 2024

    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