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公开(公告)号：US20230177414A1
公开(公告)日：2023-06-08
申请号：US18074859
申请日：2022-12-05
Applicant: Zendrive, Inc.
Inventor： Sambuddha Bhattacharya , Amol Bambode , Laxman Jangley , Darshan Shirodkar , Rajesh Bhat , Abhishek
CPC classification number: G06Q10/025 , G06N5/01
Abstract: The method can include optionally training a transportation modality classification model; determining a transportation modality of a trip; and optionally triggering an action based on the transportation modality. However, the method can additionally or alternatively include any other suitable elements. The method functions to facilitate a classification of a transportation modality for trips based on location data (e.g., collected at a mobile device). Additionally or alternatively, the method can function to facilitate content provisions based on a trip classification.
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公开(公告)号：US12056633B2
公开(公告)日：2024-08-06
申请号：US18074859
申请日：2022-12-05
Applicant: Zendrive, Inc.
Inventor： Sambuddha Bhattacharya , Amol Bambode , Laxman Jangley , Darshan Shirodkar , Rajesh Bhat , Abhishek
CPC classification number: G06Q10/025 , G06N5/01
Abstract: The method can include optionally training a transportation modality classification model; determining a transportation modality of a trip; and optionally triggering an action based on the transportation modality. However, the method can additionally or alternatively include any other suitable elements. The method functions to facilitate a classification of a transportation modality for trips based on location data (e.g., collected at a mobile device). Additionally or alternatively, the method can function to facilitate content provisions based on a trip classification.
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公开(公告)号：US20230177121A1
公开(公告)日：2023-06-08
申请号：US18073959
申请日：2022-12-02
Applicant: Zendrive, Inc.
Inventor： Sambuddha Bhattacharya, Dr. , Nikhil Mudaliar , Rajesh Bhat , Udit Gupta , Tapan Bhardwaj
CPC classification number: G06K9/6267 , G06K9/6218 , G06N20/00
Abstract: The system can include a plurality of data processing modules (e.g., machine learning models, rule-based models, etc.), which can include: a feature generation module, a Driver versus Passenger (DvP) classification module, a validation module, an update module, and/or any other suitable data processing modules. The system can optionally include a mobile device (e.g., such as a mobile cellular telephone, user device, etc.) and/or can be used in conjunction with a mobile device (e.g., receive data from an application executing at the mobile device and/or utilize mobile device processing, etc.). However, the system can additionally or alternatively include any other suitable set of components. The system functions to facilitate execution of method S100. Additionally or alternatively, the system functions to classify a role of a mobile device user (e.g., driver or passenger; driver or nondriver; etc.) for a vehicle trip and/or determine a semantic label for the vehicle trip.
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