SYSTEMS AND METHODS FOR DETERMINING AN ACTUAL DRIVER OF A VEHICLE BASED AT LEAST IN PART UPON TELEMATICS DATA

    公开(公告)号:US20240365086A1

    公开(公告)日:2024-10-31

    申请号:US18765662

    申请日:2024-07-08

    申请人: QUANATA, LLC

    IPC分类号: H04W4/029 H04W4/02 H04W4/40

    CPC分类号: H04W4/029 H04W4/023 H04W4/40

    摘要: A computer-implemented method to determine a device of a driver including: receiving, by a computing device and from a first user device, first telematics data; receiving, by the computing device and from a second user device, second telematics data; determining, using a trained machine learning model, patterns in the first and second telematics data; determining, using the patterns in the first and second telematics data, relative positions of the first user device and the second user device; determining a predicted position of the first user device relative to the second user device; and identifying that the first user device or the second user device is associated with the driver of a vehicle based at least in part upon the predicted position of the first user device relative to the second user device. Other embodiments are described.

    SYSTEMS AND METHODS FOR TELEMATICS DATA MARKETPLACE

    公开(公告)号:US20240362668A1

    公开(公告)日:2024-10-31

    申请号:US18765967

    申请日:2024-07-08

    申请人: Quanata, LLC

    摘要: A system for a telematics data marketplace for a plurality of users including one or more processors. The one or more processors can be configured to perform certain operations. The operations can include receiving a request from a provider. The request can include a data specification. The operations also can include searching user data associated with the plurality of users based on the data specification to generate a search result. The user data can be associated with the plurality of users including telematics data. The operations additionally can include identifying one or more users of the plurality of users based at least in part upon the search result. The operations further can include transmitting a prompt to the one or more users. The prompt can indicate that the provider requests access to user data associated with the one or more users. The operations additionally can include receiving a response to the prompt from the one or more users. Other embodiments are described.

    SYSTEMS AND METHODS FOR MATCH EVALUATION BASED ON CHANGE IN TELEMATICS INFERENCES VIA A TELEMATICS MARKETPLACE

    公开(公告)号:US20240354784A1

    公开(公告)日:2024-10-24

    申请号:US18759931

    申请日:2024-06-30

    申请人: Quanata, LLC

    摘要: A computer implemented including: collecting, via one or more sensors, a first set of operator data associated with a first group of vehicle operators during a first time period; determining, for each vehicle operator of the first group of vehicle operators and using one or more trained machine learning models based at least in part upon the first set of operator data, a first set of telematics inferences, the one or more trained machine learning models being trained using training data sets comprising sensor data associated with a second group of vehicle operators to predict telematics inferences; collecting, via the one or more sensors, a second set of operator data associated with the first group of vehicle operators during a second time period; determining, for each vehicle operator of the first group of vehicle operators and based on the second set of operator data, a second set of telematics inferences; determining, for each vehicle operator of the first group of vehicle operators, one or more match evaluations based at least in part upon the first set of telematics inferences and the second set of telematics inferences; and modifying one or more weights of the one or more trained machine learning models based at least in part upon the one or more match evaluations. Other embodiments are described.

    BIOMETRIC AUTHENTICATION USING A SMART RING
    5.
    发明公开

    公开(公告)号:US20240338432A1

    公开(公告)日:2024-10-10

    申请号:US18738690

    申请日:2024-06-10

    申请人: QUANATA, LLC

    IPC分类号: G06F21/32 H04L9/32

    摘要: A method performed by a housing can include collecting, by one or more sensors of the housing, a biometric data of a user while the user is wearing the housing. The method performed by the housing also can include performing, by one or more processors, an authentication operation. The authentication operation can include analyzing the biometric data of the user. The authentication operation also can include comparing the biometric data of the user to a biometric signature for a known user to determine whether the biometric data of the user matches the biometric signature for the known user. The authentication operation further can include authenticating the user as the known user when the biometric data of the user is determined to match the biometric signature for the known user. Other embodiments are disclosed.