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Data Acquisition and Mining Algorithm of Car Networking under Big Data Background.

Authors :
Guohua Xiong
Source :
International Journal of Online & Biomedical Engineering; 2019, Vol. 15 Issue 1, p4-17, 14p
Publication Year :
2019

Abstract

In order to solve the problem of traffic jams, intelligent traffic technology and car networking technology were applied. In the context of big data, data acquisition and mining algorithms for vehicular network were studied. First, the overall architecture of the system was introduced. Then, the data acquisition technology based on the car network and the data mining technology based on the cloud plat-form were introduced. Finally, simulation experiments of real-time traffic information collection and recognition algorithms were performed. The results showed that the proposed mining algorithm had better data repair effect and better clustering effect, and the probability of misjudgment was smaller. Therefore, the algorithm can obtain accurate road traffic conditions. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
26268493
Volume :
15
Issue :
1
Database :
Supplemental Index
Journal :
International Journal of Online & Biomedical Engineering
Publication Type :
Academic Journal
Accession number :
134172124
Full Text :
https://doi.org/10.3991/ijoe.v15i01.9772