Mobile Data Mining System based-on Cloud Computing

被引：0

作者：

Huang, Zhirui ^{[1
]}

He, Xiaxu ^{[2
]}

Liu, Pengfei ^{[1
]}

Chen, Yanhua ^{[3
]}

Zhang, Weifeng ^{[1
]}

机构：

[1] South China Agr Univ, Coll Math & Informat, Guangzhou, Guangdong, Peoples R China

[2] South China Univ Technol, Res Ctr Social Work, Guangzhou, Guangdong, Peoples R China

[3] South China Univ Technol, Sch Comp Sci & Engn, Guangzhou, Guangdong, Peoples R China

来源：

2018 IEEE 3RD INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING (ICSIP) | 2018年

基金：

中国国家自然科学基金;

关键词：

cloud computing; data mining; weka; mobile computing;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

With the emergence of big data and the development of mobile devices, mobile data mining has received more and more attention. It shows its unique advantages, but it also exposes its inability to handle large datasets efficiently. Based on the traditional mobile data mining project, we combined cloud computing and proposed and implemented the MobileWeka2 model based on cloud computing. In order to prove the feasibility of the model, we conducted different data mining experiments on multiple data sets. Experimental results show that this model can efficiently process large data sets and solve the problems of traditional mobile data mining.

引用

页码：557 / 561

页数：5

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