An Evaluation System Based on User Big Data Management and Artificial Intelligence for Automatic Vehicles

As artificial intelligence technique is widely used in the automatic driving system, the safety evaluation of automatic vehicles is considered to be the most important demand. Under this context, in this paper, an evaluation system, which is composed of several important evaluation projects is propo...

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Bibliographic Details
Published inJournal of organizational and end user computing Vol. 34; no. 10; pp. 1 - 21
Main Authors Shanshan, Pei, Chao, Ma, Haitao, Zhu, Kun, Luo
Format Journal Article
LanguageEnglish
Published Hershey IGI Global 01.01.2022
Subjects
Artificial intelligence
Big data
Company business management
Information accessibility
Information management
China
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Summary:As artificial intelligence technique is widely used in the automatic driving system, the safety evaluation of automatic vehicles is considered to be the most important demand. Under this context, in this paper, an evaluation system, which is composed of several important evaluation projects is proposed based on big data. These indicators reflect the performance of the automatic driving system. Besides, the principle of the evaluation index and the data management scheme are explained. In terms of the evaluation projects, the online test and the offline test are included, when the former focuses on the function design that is as expected, while the latter aims to ensure the actual driving experience of the automatic driving system. The evaluated results provide optimization direction of the algorithm index. Furthermore, based on AI technology and user big data management, the system saves lots of test cost and guarantees algorithm performance and system stability.
ISSN:1546-2234
1546-5012
DOI:10.4018/JOEUC.309135