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Research On Data Mining Algorithm In Power Marketing Analysis

Research On Data Mining Algorithm In Power Marketing Analysis

Authors :
Hao Miao Wang
Source :
Journal of Physics: Conference Series. 1635:012002
Publication Year :
2020
Publisher :
IOP Publishing, 2020.

Abstract

In the analysis of power market economic evaluation indicators, it is more common to use technical data mining for data calculation based on technology maturity analysis. This paper is based on a distributed computing platform for data mining, and parallelizes the traditional FP-Growth algorithm, so that the FP-Growth algorithm can be applied to the mining of big data association rules. Experimental results show that the algorithm can greatly improve the efficiency of mining association rules for massive data. The model is trained and tested on a distributed cluster built into the laboratory using customer electricity data, and then the predictions are validated to determine whether the difference between the predicted values and historical data for the same period exceeded the set threshold.

Details

ISSN :
17426596 and 17426588
Volume :
1635
Database :
OpenAIRE
Journal :
Journal of Physics: Conference Series
Accession number :
edsair.doi...........29d13d1cc79233609e76f578d5531a19
Full Text :
https://doi.org/10.1088/1742-6596/1635/1/012002