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

A technology of artificial intelligence and historical data, applied in simulators, simulation devices and instruments of space navigation conditions, etc., can solve problems such as insufficient use of students' driving history records

Inactive Publication Date: 2019-07-26
上海云之驾科技股份有限公司
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  • Abstract
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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 f

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

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Embodiment Construction

[0043] The present invention will be described in detail below in conjunction with specific embodiments. The following examples will help those skilled in the art to further understand the present invention, but do not limit the present invention in any form. It should be noted that those skilled in the art can make several changes and improvements without departing from the concept of the present invention. These all belong to the protection scope of the present invention.

[0044] The invention relates to an artificial intelligence driving training system, especially for motor vehicle driving trainers of different abilities and ages, through training effects based on their history, a personalized teaching and training plan is formulated to improve learning efficiency and standardize teaching methods , Realize the intelligent training of students with personalized teaching plans. By building a mature driver behavior model and an effective data feature set, through the segme...

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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...

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Application Information

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IPC IPC(8): G09B9/04
CPCG09B9/04
Inventor 徐大江计学明蔡海亮张波
Owner 上海云之驾科技股份有限公司
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