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International Journal of Big Data Intelligent Technology, 2025, 6(1); doi: 10.38007/IJBDIT.2025.060106.

Design of Information Monitoring System Based on Internet of Things and SOM Algorithm

Author(s)

Tianbao Wu

Corresponding Author:
Tianbao Wu
Affiliation(s)

School of Information Science and Technology, Xiamen University, Tan Kah Kee College, Xiamen 363105, Fujian, China

Abstract

The term "Internet of Things" refers to the collecting of data by several sensors and its transmission to a monitoring center to assist in early problem detection and pinpoint problem locations. This can reduce outside-store monitoring and information in real-time without leaving the earth. You need functionality that each layer module needs to know, and you need to know low power consumption, high concurrency, large databases, security, scalability and high timeliness. In order to improve the performance of the information monitoring system and meet the interests. of industry development, we changed existing information monitoring systems by adding Internet of Things and SOM algorithms. Experimental results have been developed. Internet -based information monitoring systems and SOM algorithms are more effective than traditional monitoring systems. The speed of monitoring advanced information is important, and monitoring errors and false positives have been significantly reduced, from the original 0.125 to 0.032. The cost of monitoring information has dropped significantly, and the price has dropped from the traditional 0.842 to 0.321. This suggests that Internet -based intelligence information monitoring systems can provide complete digital and informative solutions for enterprise performance and management, as well as effective management at all levels of employee management. Real-time monitoring capabilities and production planning capabilities, thus improving the level of technical control of the company.

Keywords

Internet of Things, SOM Algorithm, Information Monitoring, System Control

Cite This Paper

Tianbao Wu. Design of Information Monitoring System Based on Internet of Things and SOM Algorithm. International Journal of Big Data Intelligent Technology (2025), Vol. 6, Issue 1: 63-74. https://doi.org/10.38007/IJBDIT.2025.060106.

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