Список литературы

2518-1092

Research result. Information technologies

2518-1092

10.18413/2518-1092-2025-10-4-0-2

4012

AUTOMATION AND CONTROL

<strong>MOBILE PLATFORM FOR EXPENSE CONTROL AND VEHICLE MAINTENANCE PLANNING USING MACHINE LEARNING METHODS</strong>

Duhovnikov

Vadim Aleksandrovich

Duhovnikov

Vadim Aleksandrovich

robin.homenson@mail.ru

Abramova

Oksana Fedorovna

Abramova

Oksana Fedorovna

oxabra@yandex.ru

2025

10400

In today's world, mobile technologies play a key role in everyday life, greatly simplifying the performance of various tasks. This fully applies to amateur motorists, for whom timely and accurate information can improve safety, comfort and efficiency of driving. This paper presents the design and development process of a mobile application that stands out among similar software products by implementing personalized expert recommendations. With the growing need for localized solutions for the Russian market, this application offers a comprehensive approach that includes a system of expert recommendations based on machine learning techniques, as well as the use of personalized data about users, their vehicles and vehicle maintenance costs to create recommendations aimed at optimizing maintenance and improving forecast accuracy. The mobile app consists of several functional modules such as vehicle management, expense analysis, notifications and the MA Live social section. This creates a single space for efficient management of vehicle operation, meeting the needs of both regular users and those focused on social interaction in the automotive community. The developed system uses prediction methods based on vehicle data, vehicle operation and owner behavior using a machine learning model.

mobile applicationdesignsoftware developmentpersonalizationforecasting

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