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
收藏
页码：557 / 561
页数：5
相关论文
共 50 条
  • [21] A disease diagnosis and treatment recommendation system based on big data mining and cloud computing
    Chen, Jianguo
    Li, Kenli
    Rong, Huigui
    Bilal, Kashif
    Yang, Nan
    Li, Keqin
    INFORMATION SCIENCES, 2018, 435 : 124 - 149
  • [22] Prediction-Based Mobile Data Offloading in Mobile Cloud Computing
    Liu, Dongqing
    Khoukhi, Lyes
    Hafid, Abdelhakim
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2018, 17 (07) : 4660 - 4673
  • [23] Research on the Big Data Cloud Computing Based on the Network Data Mining
    Zhang, Haiyang
    Zhang, Zhiwei
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 124 : 150 - 151
  • [24] An Expert System for mobile devices based on cloud computing
    Carreto, Carlos
    Baltazar, Mario
    PROCEEDINGS OF THE 2014 9TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2014), 2014,
  • [25] Mobile cloud computing based stroke healthcare system
    Karaca, Yeliz
    Moonis, Majaz
    Zhang, Yu-Dong
    Gezgez, Caner
    INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2019, 45 : 250 - 261
  • [26] E-Learning Based-on Cloud Computing Architecture
    Shi, Jun
    Gu, Xunmei
    2010 INTERNATIONAL CONFERENCE ON INFORMATION, ELECTRONIC AND COMPUTER SCIENCE, VOLS 1-3, 2010, : 1687 - 1690
  • [27] E-learning Based-on Cloud Computing Architecture
    Shi, Jun
    Gu, Xunmei
    2010 INTERNATIONAL CONFERENCE ON INFORMATION, ELECTRONIC AND COMPUTER SCIENCE, VOLS 1-3, 2010, : 1542 - 1545
  • [28] Construction of Big Data Mining Platform Based on Cloud Computing
    Sun, Mali
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING, 2015, 17 : 375 - 378
  • [29] Big Data Mining Analysis Method based on Cloud Computing
    Cai, QingQiu
    Cui, HongGang
    Tang, Hao
    GREEN ENERGY AND SUSTAINABLE DEVELOPMENT I, 2017, 1864
  • [30] Design and Implementation of Data Mining Platform Based on the Cloud Computing
    Zhu Jia
    Zhang Ping
    PROCEEDINGS OF 2014 IEEE WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS (WARTIA), 2014, : 163 - 165
12345