Application and practice of data mining techniques

Research Article
Open access

Application and practice of data mining techniques

Yizhou Liu 1*
  • 1 Electronic and Electrical Engineering, University of Birmingham, Birmingham, United Kingdom, B15 2TT    
  • *corresponding author liuyz0410@163.com
ACE Vol.4
ISSN (Print): 2755-273X
ISSN (Online): 2755-2721
ISBN (Print): 978-1-915371-55-3
ISBN (Online): 978-1-915371-56-0

Abstract

Data mining is a relatively recent phenomenon, but it has emerged as a result of the rapid advancement of information technology and the associated technologies and computer functions. In order to facilitate social production and life, advances in computer data mining, big data, and cloud storage technologies have been made. Data mining, or the process of systematically extracting useful information from large data sets, has many potential applications and can be applied in many different fields. Using a literature review method, this paper defines key terms associated with big data technology and demand, data mining technology, before outlining several widely used techniques for mining this type of information and expanding on the future directions of application in a number of different domains. Values hidden in data are becoming increasingly apparent in the modern world. The growing field of data mining offers significant help in finding a solution to this issue. Exploring the unique content and application practice of data mining technology in the era of big data may provide some reference for social development when taken together with the real situation.

Keywords:

Data Mining Techniques, Big Data Era, Techniques, Applications.

Liu,Y. (2023). Application and practice of data mining techniques. Applied and Computational Engineering,4,237-241.
Export citation

References

[1]. Mehmed Kantardzic. Data Mining: Concepts, Models, Methods, and Algorithms. Hoboken, N.J.: John Wiley, 2011:2.

[2]. Pingrong Li. Data mining techniques and applications in the era of big data[J]. Journal of Chongqing Three-Gorges College, 2018, 25(3):45-47.

[3]. Abdu Aini Abdukhuvsuli. Research on the development of computer data mining technology and its application. Computer Knowledge and Technology. 2022,18(03):28.

[4]. Weicheng Meng. Analysis of the development of computer data mining technology and its application. Electronic World. 2022, (01):77.

[5]. Ronglong Gu, Wenjie Zhao, Lei Wang. Application of data mining techniques in the era of big data. Technology Innovation and Application. 2022,12(05):177

[6]. Peng Zhang. Data mining techniques and practices in the era of big data. China New Communication. 2021,23 (22):69

[7]. Mintao Chen, Fangjun Kuang. Research on the application of data mining technology in medical big data [J]. Computers and Telecommunications, 2017(11):34-36.

[8]. Xiujuan Zheng. Research on the application of data mining techniques in medical big data. Computer Knowledge and Technology, 2020:35.

[9]. Tingting Yang. Data mining in the financial industry. Journal of Economic Research. 2021, (15):58-59.

[10]. Yong Lin. Application of Data Mining Technology in Computer Network Security Maintenance. Changjiang Infocomm. 2021,34(10):144

Cite this article

Liu,Y. (2023). Application and practice of data mining techniques. Applied and Computational Engineering,4,237-241.

Data availability

The datasets used and/or analyzed during the current study will be available from the authors upon reasonable request.

Disclaimer/Publisher's Note

The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of EWA Publishing and/or the editor(s). EWA Publishing and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

About volume

Volume title: Proceedings of the 3rd International Conference on Signal Processing and Machine Learning

ISBN：978-1-915371-55-3(Print) / 978-1-915371-56-0(Online)
Editor：Omer Burak Istanbullu
Conference website: http://www.confspml.org
Conference date: 25 February 2023
Series: Applied and Computational Engineering
Volume number: Vol.4
ISSN：2755-2721(Print) / 2755-273X(Online)

© 2024 by the author(s). Licensee EWA Publishing, Oxford, UK. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license. Authors who publish this series agree to the following terms:
1. Authors retain copyright and grant the series right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this series.
2. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the series's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this series.
3. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See Open access policy for details).

References

[1]. Mehmed Kantardzic. Data Mining: Concepts, Models, Methods, and Algorithms. Hoboken, N.J.: John Wiley, 2011:2.

[2]. Pingrong Li. Data mining techniques and applications in the era of big data[J]. Journal of Chongqing Three-Gorges College, 2018, 25(3):45-47.

[3]. Abdu Aini Abdukhuvsuli. Research on the development of computer data mining technology and its application. Computer Knowledge and Technology. 2022,18(03):28.

[4]. Weicheng Meng. Analysis of the development of computer data mining technology and its application. Electronic World. 2022, (01):77.

[5]. Ronglong Gu, Wenjie Zhao, Lei Wang. Application of data mining techniques in the era of big data. Technology Innovation and Application. 2022,12(05):177

[6]. Peng Zhang. Data mining techniques and practices in the era of big data. China New Communication. 2021,23 (22):69

[7]. Mintao Chen, Fangjun Kuang. Research on the application of data mining technology in medical big data [J]. Computers and Telecommunications, 2017(11):34-36.

[8]. Xiujuan Zheng. Research on the application of data mining techniques in medical big data. Computer Knowledge and Technology, 2020:35.

[9]. Tingting Yang. Data mining in the financial industry. Journal of Economic Research. 2021, (15):58-59.

[10]. Yong Lin. Application of Data Mining Technology in Computer Network Security Maintenance. Changjiang Infocomm. 2021,34(10):144

For authors
Guide for authors Policies for authors Aims and scope Subscription Open access policy
For editors
Policies for editors Editorial board
For reviewers
Policies for reviewers Privacy policy

Cookies are used by this site.
Copyright © 2024 EWA Publishing, its licensors, and contributors. All rights reserved, including text and data mining, AI training, and similar technologies.