Personalized artificial intelligence driving training system and method based on historical data modeling

Abstract

The invention provides a personalized artificial intelligence training system and method based on historical data modeling. The method comprises the following steps of: acquiring training informationthrough data exchange with an external system; acquiring student basic information in training information, carrying out characteristic model modeling on the student basic information, and carrying out basic classification on students to be trained by utilizing the characteristic model; acquiring student training information in the training information, carrying out capability model modeling on the student training information, and carrying out driving capability classification on the students to be trained by using the capability model; recommending a personalized training plan based on the basic classification categories and the driving ability classification categories to which the students to be trained belong. By adopting data exchange and modeling classification, personalized training teaching plans are provided for the students, and personalized driving training practice is implemented through a vehicle-mounted terminal, so that the defects of a prior driver training robot are overcome.

Description

technical field [0001] The present invention relates to the field of intelligent driving training, in particular to a personalized artificial intelligence driving training system and method based on historical data modeling. Background technique [0002] Since 2000, private cars have been rapidly popularized in large and small cities in China, and more than 20 million people participate in driving learning every year. However, there is an obvious shortage of excellent driving instructors and qualified teaching resources, which brings problems in driving learning. The cost is increasing year by year, the one-pass rate is not high, and the learning cycle is long. With the development of information technology, intelligent driving training technology has gradually been commercialized. By adding sensor systems to the training vehicles and combining with the background data analysis system, real-time automatic driving behavior feedback can be realized to help students improve dri...

AI Technical Summary

Problems solved by technology

Although intelligent driving training has been around for many years, most of them are based on fixed teaching content and teaching methods, and do not make full use of the students' driving history, so as to improve the shortcomings and deficiencies of students in a targeted manner and realize personalized teaching

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