Research on Application of Machine Learning in Data Mining

International Conference on Manufacturing Technology, Materials and Chemical Engineering

机械制造;材料科学;化学工业

Teng, Xiuyi^1,2 ; Gong, Yuxia^1,2

Economics and Management School, Tianjin University of Science and Technology, Tianjin

300222, China^1

Financial Engineering and Risk Management Research Center, Tianjin University of Science and Technology, Tianjin

300222, China^2

关键词: Commercial applications;    Data mining applications;    Development stages;    Machine learning techniques;    Machine learning technology;    Pattern discovery;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/392/6/062202/pdf
DOI  :  10.1088/1757-899X/392/6/062202

学科分类：材料科学（综合）

来源: IOP

【 摘 要 】

Data mining has been widely used in the business field, and machine learning can perform data analysis and pattern discovery, thus playing a key role in data mining application. This paper expounds the definition, model, development stage, classification and commercial application of machine learning, and emphasizes the role of machine learning in data mining. Understanding the various machine learning techniques helps to choose the right method for a specific application. Therefore, this paper summarizes and analyzes machine learning technology, and discusses their advantages and disadvantages in data mining.