Abstract
In the background of the information age, the importance of data resources can be imagined, and the importance of the use of data resources means—data mining has also emerged. In the current situation, all industries are in a relatively equal stage, should make good use of data resources, use Apriori algorithm to mine association rules, formulate marketing strategies, promote sales growth and slow down the loss of national GDP. Countries can also use data mining to make predictions and support decisions. Briefly describe the basic concepts of data mining and association rules. Only with a basic understanding of data mining and association rules can we better understand the Apriori algorithm, why it is one of the most classic and influential algorithms. Understanding its essence and function, and suggesting suggestions for improvement by analyzing the ideas of the Apriori algorithm, understanding its process, advantages and disadvantages, and through the data collected from a supermarket in Bozhou City, Anhui Province, China; and understanding the application of the algorithm in the field of e-commerce and universities, and the effect it will achieve.
Highlights
Describe the basic concepts of data mining and association rules
This paper gives an explanation of the related concepts of data mining and association rules, and gives a brief description of the process and steps of the implementation of data mining and association rules, in order to better understand the process and related concepts of Apriori algorithm and the nouns in it
The related algorithms of association rules have been successful in many fields
Summary
China has fully entered the information age. Under the influence of the situation, this development has been promoted. People who did not have much contact with the Internet before have to start working online This is China, which has the largest number of netizens, and it generates more and more data. If used properly, it will generate more explicit or hidden benefits for China and reduce the GDP loss caused by the situation. You can formulate sales strategies based on customer needs to maximize your sales. This topic is aimed at the Apriori algorithm, combined with related data, analyzes the algorithm, intersperses with my own understanding, and provides some suggestions on the improvement of the Apriori algorithm and its application in life
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