Research and Application of the Data Mining Technology in Economic Intelligence System

Abstract

In the context of the rapid development of the modern economy, information is particularly important in the economic field, and information determines the decision-making of enterprises. Therefore, how to quickly dig out information that is beneficial to the enterprise has become a crucial issue. This topic applies data mining technology to economic intelligent systems and obtains the data object model of economic intelligent systems through the integration of information. This article analyzes the interrelationship between its objects on this basis and uses data mining-related methods to mine it. The establishment of economic intelligence systems not only involves the establishment of mathematical models of economic systems, but also includes research on the algorithms applied to them. How to apply an algorithm to quickly and accurately extract the required economic intelligence domain information from the potential information in the database, or to provide a method to find the best solution, involves the use of association rules and classification prediction methods. The application of data mining algorithms can be used to study the application of economic intelligence systems. This paper develops and designs an economic intelligence information database and realizes the economic intelligence system on this basis, and realizes the research results. Finally, this paper has tested the dataset, and the results show that the classification accuracy of this algorithm is 2.64% higher than that of the ID3 algorithm.

Multimedia Data Mining and Processing for News Source Attribution

“…Data integration involves the data combination from many origins into a sole and integrated pattern [36]. This includes cleaning and converting the data, as well as resolving any irregularities or conflicts that may exist between the different sources [37]. The objective of data integration is to make the data more useful and meaningful for analysis and decision-making [38].…”

Exploring Data Mining Applications and Techniques: A Comprehensive Research Survey

“…H. Hassani et.al made a review of data mining applications in crime [6]. Q. Chang and J. Hu proposed research about the applications of the Data Mining Technology in Economic Intelligence System [5]. L. Ren and Y. Chen, has performed the research on the application of Data Mining Technology in Military Audit which discusses about the economic, military, criminal and investigational applications of data mining [4].…”

Classification of Salt Quality Based on the Content of Several Elements in the Salt Using Machine Learning

“…In enhancing the monitoring and control of salt quality, technologies like data mining and statistical analysis are highly valuable [8]. These methods assist in categorizing salt based on its quality, which in turn helps identify salt that meets standards and can be used safely.…”