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Research On Data Mining Algorithm In Power Marketing Analysis
Research On Data Mining Algorithm In Power Marketing Analysis
- 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