Research of Big Data Information Mining and Analysis : Technology Based on Hadoop Technology

被引:5
|
作者
Dong, Zhanchi [1 ]
机构
[1] Univ Melbourne, Sch Data Sci, Melbourne, Vic 3010, Australia
关键词
Big Data; Information Mining; Data Analysis;
D O I
10.1109/BDICN55575.2022.00041
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Nowadays, with the continuous development of modern Internet and e-commerce technology, the network data is growing geometrically and the era of big data has come. The massive data information in the network contains a lot of industry resources, and how to properly mine the data information required has become a new issue for enterprises. In this paper, a new data mining and analysis technology is built based on the traditional Apriori mining algorithm and applying the latest Hadoop technology. This technology mainly focuses on the following two aspects. The first is the improvement of the traditional algorithm, which is mainly applied to Hadoop technology to upgrade the traditional data algorithm; the second part is the parallel analysis processing of mining data. The two major parts constitute the new big data mining analysis technology, which provides some references for the current logical data mining and network data applications.
引用
收藏
页码:173 / 176
页数:4
相关论文
共 50 条
  • [31] Analysis of the opportunities and challenges of information technology for enterprise development strategy based on big data technology
    Yin, Fangfang
    [J]. Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [32] Research on the Application of Big Data Automatic Search and Data Mining Based on Remote Sensing Technology
    Zeng Degui
    Yu Fei
    [J]. 2020 3RD INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND BIG DATA (ICAIBD 2020), 2020, : 122 - 127
  • [33] Research on the application of data mining technology in music therapy in the age of information technology
    Jiang, Haichao
    [J]. Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [34] Research on the filtering recommendation technology of network information based on big data environment
    Cui, Lei
    [J]. INTERNATIONAL JOURNAL OF INTERNET PROTOCOL TECHNOLOGY, 2020, 13 (04) : 211 - 218
  • [35] The Research on Information Collection and Retrieval Technology of Big Data based Cloud Computing
    Chen, Hongjun
    Huang, Kun
    [J]. PROCEEDINGS OF THE 1ST INTERNATIONAL WORKSHOP ON CLOUD COMPUTING AND INFORMATION SECURITY (CCIS 2013), 2013, 52 : 437 - 440
  • [36] Data mining technology based on the visualization of enterprise human resources information data research
    Zhang, Yuqing
    Luo, Yongjiao
    [J]. 2020 5TH INTERNATIONAL CONFERENCE ON MECHANICAL, CONTROL AND COMPUTER ENGINEERING (ICMCCE 2020), 2020, : 2489 - 2493
  • [37] Data Mining Technology And The Research And Analysis Of The Algorithm
    Han, Qiyu
    Wang, Panqing
    Wang, Shuo
    [J]. PROCEEDINGS OF THE 2016 6TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS, ENVIRONMENT, BIOTECHNOLOGY AND COMPUTER (MMEBC), 2016, 88 : 814 - 818
  • [38] Research on adaptive recommendation algorithm for big data mining based on Hadoop platform
    Zhang, Jinming
    [J]. INTERNATIONAL JOURNAL OF INTERNET PROTOCOL TECHNOLOGY, 2019, 12 (04) : 213 - 220
  • [39] Automotive Prospective Technology Mining Method Based on Big Data Content Analysis
    Liu, Gui-Ru
    Wang, Lu-Lin
    Mao, Ling-Xiang
    Zou, Shan
    [J]. 2017 2ND IEEE INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND BIG DATA ANALYSIS (ICCCBDA 2017), 2017, : 171 - 174
  • [40] The Application of Data Mining Technology to Big Data
    Wang, Jinlong
    Liu, Jing
    Higgs, Russell
    Zhou, Li
    Zhou, Chuanai
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING (CSE) AND IEEE/IFIP INTERNATIONAL CONFERENCE ON EMBEDDED AND UBIQUITOUS COMPUTING (EUC), VOL 2, 2017, : 284 - 288